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Title: GitHub - SalvatoreRa/tutorial: Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

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What is new 🔥https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#What-is-new
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
Tutorials on machine learninghttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Tutorials-on-machine-learning
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Datasetshttps://github.com/SalvatoreRa/tutorial/tree/main/datasets
Tutorials and codehttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/README.md#Tutorials
Utilityhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/README.md#Utility
Scriptshttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/README.md#Scripts
Artificial Intelligencehttps://github.com/SalvatoreRa/tutorial/tree/main/artificial%20intelligence
Data visualizationhttps://github.com/SalvatoreRa/tutorial/tree/main/dataviz
Genomic serieshttps://github.com/SalvatoreRa/tutorial/tree/main/genomic%20series
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#about-me
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ML news of the weekhttps://github.com/SalvatoreRa/ML-news-of-the-week
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#how-to-use-this-repository
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Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#index-of-tutorials
Tutorials on machine learninghttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Tutorials-on-machine-learning
Introduction to medical image analysishttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Introduction-to-medical-image-analysis
Graph machine learninghttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Graph-machine-learning
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Artificial intelligence's baseshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Artificial-intelligence's-bases
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AI and sciencehttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#AI-and-science
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AI and Climate Changehttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#AI-and-Climate-change
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https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#tutorials-on-machine-learning
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#introduction-to-medical-image-analysis
Introduction to medical image analysishttps://medium.com/ai-in-plain-english/introduction-to-medical-image-analysis-aca3ec75b576
Introduction to point processinghttps://medium.com/ai-in-plain-english/introduction-to-point-processing-b9d022ad8cf8
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Point_processing.ipynb
Introduction to Thresholdinghttps://medium.com/ai-in-plain-english/introduction-to-thresholding-cd985ae2ecba
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Thresholding.ipynb
A practical guide to neighborhood image processinghttps://ai.plainenglish.io/a-practical-guide-to-neighborhood-image-processing-cd3cc7f264a7
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/neighborhood_processing.ipynb
A practical guide to morphological image processinghttps://medium.com/ai-in-plain-english/a-practical-guide-to-morphological-image-processing-8df5cb6ec39f
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Morphology.ipynb
Dividi et Impera: A Practical Guide to BLOB Analysis and Extraction with Pythonhttps://ai.plainenglish.io/dividi-et-impera-a-practical-guide-to-blob-analysis-and-extraction-with-python-3ea520407e88
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/BLOB_extraction.ipynb
Harnessing the power of colors in Pythonhttps://python.plainenglish.io/harnessing-the-power-of-colors-in-python-92bf6fe175c9
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Colors.ipynb
Image Segmentation with Simple and Elegant Methodshttps://medium.com/python-in-plain-english/image-segmentation-with-simple-and-elegant-methods-2c5920024b61
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Pixel_classification.ipynb
A Guide to Geometric Transformation with Pythonhttps://python.plainenglish.io/a-guide-to-geometric-transformation-with-python-2685304fb478
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Geometric_transformation.ipynb
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#graph-machine-learning
Graph ML: A Gentle Introduction to Graphshttps://python.plainenglish.io/graph-ml-a-gentle-introduction-to-graphs-25b332d20e98
Graph ML: fantastic graphs and where to find themhttps://python.plainenglish.io/graph-ml-fantastic-graphs-and-where-to-find-them-337426ad17bf
Graph ML: introduction to NetworkXhttps://ai.gopubby.com/graph-ml-introduction-to-networkx-73e29a9bf40a
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/NetworkX.ipynb
Graph ML: Introduction to Python iGraphhttps://ai.gopubby.com/graph-ml-introduction-to-python-igraph-88707258702
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Igraph.ipynb
Graph ML: Graph traversal algorithms in a nutshellhttps://ai.gopubby.com/graph-ml-graph-traversal-algorithms-in-a-nutshell-a80288a4d604
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/BFS_and_DFS.ipynb
Graph ML: Graph Data Representationhttps://ai.gopubby.com/graph-ml-graph-data-representation-fc9dd17e05c
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/Graph_representation.ipynb
Graph ML: How Do you Visualize a Large network?https://ai.gopubby.com/graph-ml-how-do-you-visualize-large-network-3ce3e57abe1e
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/graph_visualization_tutorial.ipynb
Trapped in the Net: Where is a Foundation Model for Graphs?https://towardsdatascience.com/trapped-in-the-net-where-is-a-foundation-model-for-graphs-6154bd688d4c
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#tutorials-on-artificial-intelligence
Artificial intelligence's baseshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Artificial-intelligence's-bases
Tabular learninghttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Tabular-learning
AI and sciencehttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#AI-and-science
AI and arthttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#AI-and-art
AI and Climate Changehttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#AI-and-Climate-change
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RAG and agentshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#RAG-and-agents
LLM modelshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#LLM-models
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Artificial intelligence and musichttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Artificial-intelligence-and-music
AI and ethicshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#AI-and-ethics
Articles and tutorials of Bioinformatics/AI/ML applied to Biologyhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Articles-and-tutorials-of-Bioinformatics/AI/ML-applied-to-Biology
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Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#artificial-intelligences-bases
Learning is a simple task, complex plans are doomed to failhttps://levelup.gitconnected.com/learning-is-a-simple-task-complex-plans-are-doomed-to-fail-4747a4439986
The Good, the Bad, and the Ugly: Memory for a Neural Networkhttps://medium.com/data-science/the-good-the-bad-an-ugly-memory-for-a-neural-network-bac1f79e8dfd
Forever Learning: Why AI Struggles with Adapting to New Challengeshttps://towardsdatascience.com/forever-learning-why-ai-struggles-with-adapting-to-new-challenges-95f514d8e9ab
Learning to Learn: How AI and Humans Learnhttps://levelup.gitconnected.com/learning-to-learn-how-ai-and-humans-learn-8825fded0a7b
Tensors: a Gentle Introductionhttps://medium.com/ai-in-plain-english/tensors-a-gentle-introduction-2d82e25b70c
PyTorch Codehttps://github.com/SalvatoreRa/tutorial/blob/main/artificial%20intelligence/PyTorch_tensors.ipynb
Tensorflow Codehttps://github.com/SalvatoreRa/tutorial/blob/main/artificial%20intelligence/TensorFlow_tensors.ipynb
Excelhttps://github.com/SalvatoreRa/tutorial/blob/main/excel%20files/tensors.xlsx
Grokking: Learning Is Generalization and Not Memorizationhttps://levelup.gitconnected.com/grokking-learning-is-generalization-and-not-memorization-52c43c9025e4
A fAIry tale of the Inductive Biashttps://medium.com/data-science/a-fairy-tale-of-the-inductive-bias-d418fc61726c
Unsupervised data pruning: less data to learn betterhttps://medium.com/data-science/unsupervised-data-pruning-less-data-to-learn-better-30cd2bfbd855
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#tabular-learning
Traditional ML Still Reigns: Why LLMs Struggle in Clinical Prediction?https://levelup.gitconnected.com/traditional-ml-still-reigns-why-llms-struggle-in-clinical-prediction-0717b72bd37e
Tabula Rasa: Why Do Tree-Based Algorithms Outperform Neural Networkshttps://levelup.gitconnected.com/tabula-rasa-why-do-tree-based-algorithms-outperform-neural-networks-db641862859b
Tabula Rasa: How to save your network from the category dramahttps://levelup.gitconnected.com/tabula-rasa-how-to-save-your-network-from-the-category-drama-623d67ad2e65
Neural Ensemble: what’s Better than a Neural Network? A group of themhttps://levelup.gitconnected.com/neural-ensemble-whats-better-than-a-neural-network-a-group-of-them-0c9e156fca15
Tabula rasa: Give your Neural Networks Rules, They Will Learn Betterhttps://levelup.gitconnected.com/tabula-rasa-give-your-neural-networks-rules-they-will-learn-better-ba53b555cbb4
Tabula rasa: take the best of trees and neural networkshttps://levelup.gitconnected.com/tabula-rasa-take-the-best-of-trees-and-neural-networks-ddc22c1884cb
Tabula rasa: Could We Have a Transformer for Tabular Datahttps://medium.com/gitconnected/tabula-rasa-could-we-have-a-transformer-for-tabular-data-9e4b238cde2c
Tabula Rasa: not enough data? Generate them!https://levelup.gitconnected.com/tabula-rasa-not-enough-data-generate-them-e1c160acb9c9
Tabula Rasa: Fill in What Is Missinghttps://levelup.gitconnected.com/tabula-rasa-fill-in-what-is-missing-ba10c8402c03
Jupiter Notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/tabula_rasa_missing_data.ipynb
1https://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/scripts/MAR.py
2https://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/scripts/MCAR.py
3https://github.com/SalvatoreRa/tutorial/blob/main/machine%20learning/scripts/MNAR.py
Tabula Rasa: Large Language Models for Tabular Datahttps://levelup.gitconnected.com/tabula-rasa-large-language-models-for-tabular-data-e1fd781946fa
Tabula Rasa: A Deep Dive on Kolmogorov-Arnold Networks (KANs)https://medium.com/p/f50958ca79b1
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#ai-and-science
On the Other Side of the Mirror: How Language Models Align with the Human Brainhttps://levelup.gitconnected.com/on-the-other-side-of-the-mirror-how-language-models-align-with-the-human-brain-f48184009434
I, LLM: Mapping Cognitive Parallels in Humans and AIhttps://levelup.gitconnected.com/i-llm-mapping-cognitive-parallels-in-humans-and-ai-87f1e58473e1
The Cybernetic Neuroscientist: Smarter Than Experts?https://levelup.gitconnected.com/the-cybernetic-neuroscientist-smarter-than-experts-f349d8d35ae1
AI Planning or Serendipity? Where Do the Best Research Ideas Come From?https://ai.gopubby.com/ai-planning-or-serendipity-where-do-the-best-research-ideas-come-from-f8e5e6692964
Charting the Linguistic Seas: Navigating the Uncharted Waters of Human Language with an LLMhttps://levelup.gitconnected.com/charting-the-linguistic-seas-navigating-the-uncharted-waters-of-human-language-with-an-llm-209363b45c50
A Brave New World for Scientific Discovery: Are AI Research Ideas Better?https://levelup.gitconnected.com/a-brave-new-world-for-scientific-discovery-are-ai-research-ideas-better-5692c5aa8182
DeepMind’s AlphaProteo: Revolutionizing Protein Design with Machine Learninghttps://levelup.gitconnected.com/deepminds-alphaproteo-revolutionizing-protein-design-with-machine-learning-6ace4e725350
Can AI Replace Human Researchershttps://levelup.gitconnected.com/can-ai-replace-human-researchers-50fcc43ea587
Safekeep Science’s Future: Can LLMs Transform Peer Review?https://levelup.gitconnected.com/safekeep-sciences-future-can-llms-transform-peer-review-e1f323caef08
Beyond AlphaFold: The Future Of LLM in Medicinehttps://towardsdatascience.com/beyond-alphafold-the-future-of-llm-in-medicine-42c10e302183
How LLMs Can Fuel Gene Editing Revolutionhttps://towardsdatascience.com/how-llms-can-fuel-gene-editing-revolution-1b15663f697c
AI’s Emerging Role in Disease Detection from Human Speechhttps://medium.com/towards-data-science/ais-emerging-role-in-disease-detection-from-human-speech-f24e6d49d25c
Unlocking the Dance of Proteins: AlphaFold meets Diffusionhttps://levelup.gitconnected.com/unlocking-the-dance-of-proteins-alphafold-meets-diffusion-571141004bc4
Beyond Words: Unraveling Speech from Brain Waves with AIhttps://levelup.gitconnected.com/beyond-words-unraveling-speech-from-brain-waves-with-ai-7ff81862dfff
Google Med-PaLM M: Towards the Medical AI Generalisthttps://levelup.gitconnected.com/google-med-palm-m-towards-the-medical-ai-generalist-cf2e173672e4
ClinicalGPT: the LLM clinicianhttps://levelup.gitconnected.com/clinicalgpt-the-llm-clinician-5e1f7866b6d1
Google Med-PaLM 2: is AI ready for medical residency?https://levelup.gitconnected.com/google-med-palm-2-is-ai-ready-for-medical-residency-e37907115bd0
scGPT: When Transformers Meet Biology and Fall in Lovehttps://levelup.gitconnected.com/scgpt-when-transformers-meet-biology-and-fall-in-love-777d95887050
PMC-LLaMA: Because Googling Symptoms is Not Enoughhttps://levelup.gitconnected.com/pmc-llama-because-googling-symptoms-is-not-enough-e1b875ee4c4a
Looking into Your Eyes: How Google AI Model Can Predict Your Age from the Eyehttps://levelup.gitconnected.com/looking-into-your-eyes-how-google-ai-model-can-predict-your-age-from-the-eye-857979339da9
Through the Looking Glass, and What Google find there in the eyehttps://towardsdatascience.com/through-the-looking-glass-and-what-google-find-there-in-the-eye-e7a836eb9571
Making Language Models Similar to the Human Brainhttps://towardsdatascience.com/making-language-models-similar-to-human-brain-b6ea8270be08
Google Med-PaLM: The AI Clinicianhttps://towardsdatascience.com/google-med-palm-the-ai-clinician-a4482143d60e
PCA: Bioinformatician’s Favorite Tool Can Be Misleadinghttps://pub.towardsai.net/pca-bioinformaticians-favorite-tool-can-be-misleading-fe139262a576
Stable diffusion and the brain: how AI can read our mindshttps://levelup.gitconnected.com/stable-diffusion-and-the-brain-how-ai-can-read-our-minds-45398b395ea9
Stable diffusion to fill gaps in medical image datahttps://levelup.gitconnected.com/stable-diffusion-to-fill-gaps-in-medical-image-data-b78a2a7d6c9d
Artificial intelligence to search for alien intelligencehttps://medium.com/geekculture/artificial-intelligence-to-search-for-alien-intelligence-8d5fbe8c1c9d
AI enables designing new proteins from scratchhttps://medium.com/advances-in-biological-science/ai-enables-designing-new-proteins-from-scratch-c53798118942
This Is Your Brain On Codehttps://pub.towardsai.net/this-is-your-brain-on-code-ad24b55c16dd
The decline of disruptive sciencehttps://medium.com/mlearning-ai/the-decline-of-disruptive-science-730cc3fe28b1
Twitter’s Acquisition Raises Red Flags for Scientific Communityhttps://medium.com/mlearning-ai/twitters-acquisition-raises-red-flags-for-scientific-community-9b865fb2f694
Data sovereignty: sharing is not caringhttps://medium.com/mlearning-ai/data-sovereignty-sharing-is-not-caring-f816f77c04fc
Meta’s ESMfold: the rival of AlpahFold2https://medium.com/mlearning-ai/metas-esmfold-the-rival-of-alpahfold2-2223b67f6021
Cancer Research Needs Better Datahttps://pub.towardsai.net/cancer-research-needs-better-data-eee2bb3488a5
Code Reproducibility Crisis in Science And AIhttps://pub.towardsai.net/code-reproducibility-crisis-in-science-and-ai-fa2f2ec955b4
Nobel prize Cyberpunkhttps://medium.com/mlearning-ai/nobel-prize-cyberpunk-e1803aa0e087
How AI could save a pillar of sciencehttps://towardsdatascience.com/how-ai-could-save-a-pillar-of-science-43d564d5564d
How Science Contribution Has Become a Toxic Environmenthttps://towardsdatascience.com/how-science-contribution-has-become-a-toxic-environment-6beb382cebcd
Machine learning: a friend or a foe for science?https://towardsdatascience.com/machine-learning-a-friend-or-a-foe-for-science-9c0b421eabd8
AlphaFold2 Year 1: Did It Change the World?https://towardsdatascience.com/alphafold2-year-1-did-it-change-the-world-499a5a38130a
The Curious Case of How MS-excel Was a Nightmare for Bioinformaticshttps://pub.towardsai.net/the-curious-case-of-how-ms-excel-was-a-nightmare-for-bioinformatics-cc937a697350
Speaking the Language of Life: How AlphaFold2 and Co. Are Changing Biologyhttps://towardsdatascience.com/speaking-the-language-of-life-how-alphafold2-and-co-are-changing-biology-97cff7496221
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#ai-and-art
OpenAI Sora: Welcome to a Simulated Worldhttps://levelup.gitconnected.com/openai-sora-welcome-to-a-simulated-world-1e88c6844dd2
How AI is reading a forgotten historyhttps://medium.com/gitconnected/how-ai-is-reading-a-forgotten-history-d1ce2cb2e49d
MobileDiffusion: Can we generate images on the phone?https://medium.com/p/fe1f13f6d5fa
Google UniTune: Text-driven Image Editinghttps://pub.towardsai.net/google-unitune-text-driven-image-editing-4b176b1b16a1
ControlNet: control your AI art generationhttps://levelup.gitconnected.com/controlnet-control-your-ai-art-generation-616c86c88964
InstructPix2Pix: use text instructions to edit your imageshttps://levelup.gitconnected.com/instructpix2pix-use-text-instructions-to-edit-your-images-50acf7afa72a
Exploring the Wisdom of the Ages: Using AI art to Draw Philosopher Quoteshttps://medium.com/data-driven-fiction/exploring-the-wisdom-of-the-ages-using-ai-art-to-draw-philosopher-quotes-2f5adeab5343
Unleashing the Power of Generative AI: the Definitive Listhttps://medium.com/mlearning-ai/unleashing-the-power-of-generative-ai-the-definitive-list-13988d422c16
How AI reimages emotionshttps://medium.com/illumination/how-ai-reimages-emotions-618c97cea132
AI Reimagines Mythical Creatureshttps://medium.com/illumination/ai-reimagines-mythical-creatures-49a57d5be909
Restore your images with AIhttps://medium.com/mlearning-ai/restore-your-images-with-ai-669a333194ba
How AI Could Help Preserve Arthttps://towardsdatascience.com/how-ai-could-help-preserve-art-f40c8376781d
AI reimagines the world’s 20 most beautiful wordshttps://medium.com/mlearning-ai/ai-reimagines-the-worlds-20-most-beautiful-words-cd07090ea59b
Reimagining The Little Prince with AIhttps://medium.com/mlearning-ai/reimagining-the-little-prince-with-ai-7e9f68ed8b3c
Meta’s new model can turn text prompt into videoshttps://medium.com/geekculture/metas-new-model-can-turn-text-prompt-into-videos-b6dadb94ab3b
Blending the power of AI with the delicacy of poetryhttps://towardsdatascience.com/blending-the-power-of-ai-with-the-delicacy-of-poetry-3671f82d2e1
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#ai-and-climate-change
Generative AI Fuels Climate Changehttps://medium.com/gitconnected/generative-ai-fuels-climate-change-588f4be2a7c9
How artificial intelligence could save the Amazon rainforesthttps://medium.com/towards-data-science/how-artificial-intelligence-could-save-the-amazon-rainforest-688fa505c455
How AI could fuel global warminghttps://towardsdatascience.com/how-ai-could-fuel-global-warming-8f6e1dda6711
Machine learning to tackle climate changehttps://towardsdatascience.com/machine-learning-to-tackle-climate-change-7911e004c3a2
Robotics Join Machine Learning for an Electric Futurehttps://pub.towardsai.net/robotics-join-machine-learning-for-an-electric-future-420067527337
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#natural-language-processing-and-llms
Too Many Thoughts for Nothing: Can Large Reasoning Models Really Reason?https://levelup.gitconnected.com/too-many-thoughts-for-nothing-can-large-reasoning-models-really-reason-aeddbe191670
OpenAI Thinks Overconfidence is LLM’s Hallucination Causehttps://levelup.gitconnected.com/openai-thinks-overconfidence-is-llms-hallucination-cause-d8130e72aad9
The Socratic AI: Knows Others, But Not Itselfhttps://levelup.gitconnected.com/the-socratic-ai-knows-others-but-not-itself-7c2efadbe92c
To Know or To Do? Your LLM Can’t Have It All (Yet)https://levelup.gitconnected.com/to-know-or-to-do-your-llm-cant-have-it-all-yet-2875fb6610e0
Creativity in LLMs: Optimizing for Diversity and Uniquenesshttps://medium.com/data-science-collective/creativity-in-llms-optimizing-for-diversity-and-uniqueness-f5c7208f4d99
Knowing Isn’t Doing: Teach Reasoning, Not Facts, to Your LLMhttps://levelup.gitconnected.com/knowing-isnt-doing-teach-reasoning-not-facts-to-your-llm-give-a-subtitle-3ee344fb965f
Can Machines Dream? On the Creativity of Large Language Modelshttps://medium.com/data-science/can-machines-dream-on-the-creativity-of-large-language-models-d1d20cf51939
Do You Know Yourself, ChatGPT? Can You Explain Your Behavior?https://levelup.gitconnected.com/do-you-know-yourself-chatgpt-can-you-explain-your-behavior-d87fefeb41bf
Follow the Ants, They Know the Path: Enhancing LLM Reasoning with ACO-ToThttps://levelup.gitconnected.com/follow-the-ants-they-know-the-path-enhancing-llm-reasoning-with-aco-tot-7974c4928658
The LLMs’ Dilemma: Thinking Too Much OR Too Little?https://levelup.gitconnected.com/the-llms-dilemma-thinking-too-much-or-too-little-619a7532a47e
How Much Data Does ChatGPT Need to Reason? Less Than You Thinkhttps://levelup.gitconnected.com/how-much-data-does-chatgpt-need-to-reason-less-than-you-think-a6e152e11c1e
Adapat to Survive: LLMs Meet Evolutionhttps://levelup.gitconnected.com/adapat-to-survive-llms-meet-evolution-a79250c7190c
Only the Beginning Matters: How the LLM Decides Where to Focus Attentionhttps://levelup.gitconnected.com/only-the-beginning-matters-how-the-llm-decides-where-to-focus-attention-5048d1a265be
What if Hallucination Is a Spark of Creativity? Harnessing LLM Flaws for Drug Discoveryhttps://levelup.gitconnected.com/what-if-hallucination-is-a-spark-of-creativity-harnessing-llm-flaws-for-drug-discovery-eb98be47b2ee
Can I Really Trust You, ChatGPT? Bridging AI Confidence and Human Understandinghttps://levelup.gitconnected.com/can-i-really-trust-you-chatgpt-bridging-ai-confidence-and-human-understanding-6c02d770cfb8
The Dream Machine: Decoding Why LLMs Hallucinate Realityhttps://levelup.gitconnected.com/the-dream-machine-decoding-why-llms-hallucinate-reality-fea8846a5bc5
How Far Is AI from Human Intelligence?https://levelup.gitconnected.com/how-far-is-ai-from-human-intelligence-6ab4b2a5ce1c
Know Yourself: How Much AI is Aware of Itself?https://levelup.gitconnected.com/know-yourself-how-much-ai-is-aware-of-itself-22c1266a6b1d
A Memory for All Transformers: Sharing to Perform Betterhttps://levelup.gitconnected.com/a-memory-for-all-transformers-sharing-to-perform-better-82f7f51a58c1
From Solution to Problem: The Reverse Path to Smarter AIhttps://levelup.gitconnected.com/from-solution-to-problem-the-reverse-path-to-smarter-ai-80a69d17c28b
You’re Not a Writer, ChatGPT — But You Sound Like One.https://levelup.gitconnected.com/youre-not-a-writer-chatgpt-but-you-sound-like-one-75fa329ac3a9
The Art of LLM Bonsai: How to Make Your LLM Small and Still Beautifulhttps://levelup.gitconnected.com/the-art-of-llm-bonsai-how-to-make-your-llm-small-and-still-beautiful-4894398c3743
Open the Artificial Brain: Sparse Autoencoders for LLM Inspectionhttps://towardsdatascience.com/open-the-artificial-brain-sparse-autoencoders-for-llm-inspection-c845f2a3f786
Teach What You Know, Learn What Is Hard to Masterhttps://levelup.gitconnected.com/teach-what-you-know-learn-what-is-hard-to-master-5a515370be90
The Savant Syndrome: Is Pattern Recognition Equivalent to Intelligence?https://towardsdatascience.com/the-savant-syndrome-is-pattern-recognition-equivalent-to-intelligence-242aab928152
What if LLMs Are Better Than We Think? Or Is It Our Judgement That’s Flawed?https://ai.gopubby.com/what-if-llms-are-better-than-we-think-or-is-it-our-judgement-thats-flawed-5cbd9c758275
Believe In Yourself: Do LLMs Internally Know What Is True?https://levelup.gitconnected.com/believe-in-yourself-do-llms-internally-know-what-is-true-4d0d08ec45b5
Taming the Attention Hydra: Is Too Much Attention Slowing Down Transformershttps://levelup.gitconnected.com/taming-the-attention-hydra-is-too-much-attention-slowing-down-transformers-999092f32c89
Speak About Yourself: Using SAEs and LLMs to Decode the Inner Workings of LLMshttps://ai.gopubby.com/speak-about-yourself-using-saes-and-llms-to-decode-the-inner-workings-of-llms-c8e74545d538
Through the Uncanny Mirror: Do LLMs Remember Like the Human Mind?https://towardsdatascience.com/through-the-uncanny-mirror-do-llms-remember-like-the-human-mind-cc9c63677610
Lie to Me: Why Large Language Models Are Structural Liarshttps://levelup.gitconnected.com/lie-to-me-why-large-language-models-are-structural-liars-d94bc14e522b
How the LLM Got Lost in the Network and Discovered Graph Reasoninghttps://towardsdatascience.com/how-the-llm-got-lost-in-the-network-and-discovered-graph-reasoning-e2736bd04efa
AI Emergent Properties: What Makes AI Suddenly Learn New Trickshttps://levelup.gitconnected.com/ai-emergent-properties-what-makes-ai-suddenly-learn-new-tricks-d03639cf902e
Strength in Weakness: How ‘Weak’ Models Can Be a Better Teacher than Large LLMshttps://ai.gopubby.com/strength-in-weakness-how-weak-models-can-be-a-better-teacher-than-large-llms-c31494057c67
From Syntax to Semantics: How Code Turns LLMs into Better Modelshttps://levelup.gitconnected.com/from-syntax-to-semantics-how-code-turns-llms-into-better-models-1fc04fcda722
Short and Sweet: Enhancing LLM Performance with Constrained Chain-of-Thoughthttps://towardsdatascience.com/short-and-sweet-enhancing-llm-performance-with-constrained-chain-of-thought-c4479361d995
To CoT or Not to CoT: Do LLMs Really Need Chain-of-Thought?https://levelup.gitconnected.com/to-cot-or-not-to-cot-do-llms-really-need-chain-of-thought-5a59698c90bb
AI Hallucinations: Can Memory Hold the Answer?https://towardsdatascience.com/ai-hallucinations-can-memory-hold-the-answer-5d19fd157356
Can Generative AI Lead to AI Collapse?https://towardsdatascience.com/can-generative-ai-lead-to-ai-collapse-481966259d23
Beyond Human Feedback: How to Teach a Genial AI Studenthttps://levelup.gitconnected.com/beyond-human-feedback-how-to-teach-a-genial-ai-student-62140cbb58fc
Expanding Language, Expanding Thought: Vocabulary Size in LLM Scalinghttps://levelup.gitconnected.com/expanding-language-expanding-thought-vocabulary-size-in-llm-scaling-82dc98235b49
Navigating the Seas of Reason: A Geometric Odyssey to Enhance LLM Reasoning Capabilitieshttps://levelup.gitconnected.com/navigating-the-seas-of-reason-a-geometric-odyssey-to-enhance-llm-reasoning-capabilities-a985d24908ae
Chat Quijote and the Windmills: Navigating AI Hallucinations on the Path to Accuracyhttps://levelup.gitconnected.com/chat-quijote-and-the-windmills-navigating-ai-hallucinations-on-the-path-to-accuracy-0aaecf46354c
Is LLM Performance Predetermined by Their Genetic Code?https://towardsdatascience.com/is-llm-performance-predetermined-by-their-genetic-code-74e7bb080dab
Are Long-Context LLMs Truly Revolutionary?https://ai.plainenglish.io/are-long-context-llms-truly-revolutionary-a21e04ad701b
Can LLMs Truly Learn to Reason Implicitly?https://ai.plainenglish.io/can-llms-truly-learn-to-reason-implicitly-cbbec79077c8
An LLM Student’s Handbook: Mastering the Art of Learning and Retaining Knowledgehttps://levelup.gitconnected.com/an-llm-students-handbook-mastering-the-art-of-learning-and-retaining-knowledge-d5a59108968a
Maybe GPT Isn’t the Best: BERTs Can Master Generative In-Context Learninghttps://levelup.gitconnected.com/maybe-gpt-isnt-the-best-berts-can-master-generative-in-context-learning-2d95bc8c8507
Clear Waters: What an LLM Thinks Under the Surfacehttps://levelup.gitconnected.com/clear-waters-what-an-llm-thinks-under-the-surface-9b21206e31dc
Can Transformer Substitute Graph Neural Networks?https://pub.towardsai.net/can-transformer-substitute-graph-neural-networks-b7d36047c9ac
Can a LLM Really Learn New Thingshttps://levelup.gitconnected.com/can-a-llm-really-learn-new-things-d926b4502522
The AI Student Dilemma: Trust Yourself Or The Book?https://levelup.gitconnected.com/the-ai-student-dilemma-trust-yourself-or-the-book-4aee1250718a
When More is More? When For an LLM is Enough?https://pub.towardsai.net/when-more-is-more-when-for-an-llm-is-enough-9488f54371ee
Infini-attention: Can we Really have an Infinite Context Length?https://levelup.gitconnected.com/infini-attention-can-we-really-have-an-infinite-context-length-ff7cb25ea6a3
Crossing Boundaries or Building Walls? The Declining Interdisciplinarity of NLPhttps://pub.towardsai.net/crossing-boundaries-or-building-walls-the-declining-interdisciplinarity-of-nlp-8a051f9ae53c
You Know Nothing, ChatGPT. How Much Does Your LLM Know?https://levelup.gitconnected.com/you-know-nothing-chatgpt-how-much-does-your-llm-know-03ce79d4b925
LLM redundancy? It is Time for a Massive Layoff of Layershttps://levelup.gitconnected.com/llm-redundancy-it-is-time-for-a-massive-layoff-of-layers-948827aa926e
Do Really Long-Context LLMs Existhttps://levelup.gitconnected.com/do-really-long-context-llms-exist-e928a179a5d5
Think, Then Speak: How Researchers Gave AI an Inner Monologuehttps://levelup.gitconnected.com/think-then-speak-how-researchers-gave-ai-an-inner-monologue-f9bc5eb60139
The AI worm and the LLM leafhttps://levelup.gitconnected.com/the-ai-worm-and-the-llm-leaf-6132d60c11be
Indirect Reasoning for LLMs: Not Always There is a Direct Way to the Answerhttps://levelup.gitconnected.com/indirect-reasoning-for-llms-not-always-there-is-a-direct-way-to-the-answer-d9cfee83bf58
A Requiem for the Transformer?https://towardsdatascience.com/a-requiem-for-the-transformer-297e6f14e189
Teaching is Hard: How to Train Small Models and Outperforming Large Counterpartshttps://towardsdatascience.com/teaching-is-hard-how-to-train-small-models-and-outperforming-large-counterparts-f131f9d463e1
Order Matters: How AI Struggles with the Reversehttps://pub.towardsai.net/order-matters-how-ai-struggles-with-the-reverse-ed0a2e8f09df
Prompt Engineering to Leverage In-Context Learning in Large Language Modelshttps://pub.towardsai.net/prompt-engineering-to-leverage-in-context-learning-in-large-language-models-72296e1f09c3
All You Need to Know about In-Context Learninghttps://towardsdatascience.com/all-you-need-to-know-about-in-context-learning-55bde1180610
Speak to me: How many words a model is readinghttps://towardsdatascience.com/speak-to-me-how-many-words-a-model-is-reading-331e3af86d27
The AI college student goes back to the benchhttps://levelup.gitconnected.com/the-ai-college-student-goes-back-to-the-bench-daa6d9bdfb14
Can we detect AI-generated text?https://levelup.gitconnected.com/can-we-detect-ai-generated-text-91293463dc52
Say Once! Repeating Words Is Not Helping AIhttps://towardsdatascience.com/say-once-repeating-words-is-not-helping-ai-58f38035f66e
Is AI funny? Maybe, a Bithttps://levelup.gitconnected.com/is-ai-funny-maybe-a-bit-fd5183f68779
The imitation game: Taming the gap between open source and proprietary modelshttps://levelup.gitconnected.com/the-imitation-game-taming-the-gap-between-open-source-and-proprietary-models-627374b390e5
Human-Centered Loss Functions: Not All the Risks Are the Samehttps://levelup.gitconnected.com/human-centered-loss-functions-not-all-the-risks-are-the-same-4bae47841a24
SwitchHead: Be Faster To Catch the Preyhttps://levelup.gitconnected.com/switchhead-be-faster-to-catch-the-prey-3e28ccd84ce1
Make it simple! Can we have simple models for complex tasks?https://levelup.gitconnected.com/make-it-simple-can-we-have-simple-models-for-complex-tasks-c73d7b2347bf
Scaling Isn’t Everything: How Bigger Models Fail Harderhttps://salvatore-raieli.medium.com/scaling-isnt-everything-how-bigger-models-fail-harder-d64589be4f04
Emergent Abilities in AI: Are We Chasing a Myth?https://towardsdatascience.com/emergent-abilities-in-ai-are-we-chasing-a-myth-fead754a1bf9
Welcome Back 80s: Transformers Could Be Blown Away by Convolutionhttps://levelup.gitconnected.com/welcome-back-80s-transformers-could-be-blown-away-by-convolution-21ff15f6d1cc
Speak Only About What You Have Read: Can LLMs Generalize Beyond Their Pretraining Data?https://pub.towardsai.net/speak-only-about-what-you-have-read-can-llms-generalize-beyond-their-pretraining-data-041704e96cd5
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#rag-and-agents
The Limits of Embeddings: Why One Vector Can’t Fit All Querieshttps://levelup.gitconnected.com/the-limits-of-embeddings-why-one-vector-cant-fit-all-queries-e10d35a917d0
AI Agent, You’re Better Off Alone. Debate Is a Traphttps://levelup.gitconnected.com/ai-agent-youre-better-off-alone-debate-is-a-trap-2848bf74c6ce
Apes Strong Together, AI Agents Not: Why Multi-Agent Systems Failhttps://levelup.gitconnected.com/apes-strong-together-ai-agents-not-why-multi-agent-systems-fail-8a328be48a5d
Beyond Text: Navigating Toward a Multimodal RAG Horizonhttps://levelup.gitconnected.com/beyond-text-navigating-toward-a-multimodal-rag-horizon-b5bf3285db01
You Cache Only Once: Cache-Augmented Generation (CAG) Instead Of RAGhttps://levelup.gitconnected.com/you-cache-only-once-cache-augmented-generation-cag-instead-of-rag-25f19cf239f6
Do Not Flip a Coin: When to Use RAG or Long Context LLMshttps://levelup.gitconnected.com/do-not-flip-a-coin-when-to-use-rag-or-long-context-llms-6f51a39de98c
Context vs. Prior Knowledge: How to Modify LLM Behaviorhttps://levelup.gitconnected.com/context-vs-prior-knowledge-how-to-modify-llm-behavior-88016b2846ab
Neighbors Count: Boosting Document Embeddings with Contextual Encodinghttps://levelup.gitconnected.com/neighbors-count-boosting-document-embeddings-with-contextual-encoding-bc31bf1dd301
AI Search Engine: Finding Ariadne’s Thread or Losing the Wayhttps://ai.gopubby.com/ai-search-engine-finding-ariadnes-thread-or-losing-the-way-ab8d446d0715
Sometimes Noise is Music: How Beneficial Noise Can Improve Your RAGhttps://levelup.gitconnected.com/sometimes-noise-is-music-how-beneficial-noise-can-improve-your-rag-b9d67253500f
J’accuse! The Unjust Demise of RAG in Favor of Long-Context LLMs: A Rebuttalhttps://ai.gopubby.com/jaccuse-the-unjust-demise-of-rag-in-favor-of-long-context-llms-a-rebuttal-c7e3220479a4
The Convergence of Graph and Vector RAGs: A New Era in Information Retrievalhttps://levelup.gitconnected.com/the-convergence-of-graph-and-vector-rags-a-new-era-in-information-retrieval-b5773a723615
Knowledge is Nothing Without Reasoning: Unlocking the Full Potential of RAG through Self-Reasoninghttps://levelup.gitconnected.com/knowledge-is-nothing-without-reasoning-unlocking-the-full-potential-of-rag-through-self-reasoning-7ec213516a56
Balancing Cost and Performance: A Comparative Study of RAG and Long-Context LLMshttps://ai.plainenglish.io/balancing-cost-and-performance-a-comparative-study-of-rag-and-long-context-llms-f674f2a1bbf4
GraphRAG: Combining Retrieval and Summarizationhttps://levelup.gitconnected.com/graphrag-combining-retrieval-and-summarization-9262ff312d98
How Achieving Performance and Efficiency in RAGhttps://levelup.gitconnected.com/how-achieving-performance-and-efficiency-in-rag-d5bb693efb91
PlanRAG: Plan Your Way to Better Decisionshttps://levelup.gitconnected.com/planrag-plan-your-way-to-better-decisions-9e992f08e5e6
David vs. Goliath: Beating Long-Context Tasks with Small Modelshttps://levelup.gitconnected.com/david-vs-goliath-beating-long-context-tasks-with-small-models-1a4d61d9ea81
HippoRAG: Endowing Large Language Models with Human Memory Dynamicshttps://levelup.gitconnected.com/hipporag-endowing-large-language-models-with-human-memory-dynamics-0e3d64b90480
RAG is Dead, Long Live RAGhttps://levelup.gitconnected.com/rag-is-dead-long-live-rag-c607e1799199
War and Peace: A Conflictual Love Between the LLM and RAGhttps://ai.plainenglish.io/war-and-peace-a-conflictual-love-between-the-llm-and-rag-78428a5776fb
Bring Your AI Agents from Virtual to Realityhttps://levelup.gitconnected.com/bring-your-ai-agents-from-virtual-to-reality-f16e40894ddd
Follow the Echo: How to Get a Good Embedding from your LLMhttps://levelup.gitconnected.com/follow-the-echo-how-to-get-a-good-embedding-from-your-llm-d243fc2ebcbf
DeepMind’s SIMA: Rule the Simulated World Before Take Over the Real Onehttps://levelup.gitconnected.com/deepminds-sima-rule-the-simulated-world-before-take-over-the-real-one-ab335f474deb
Cosine Similarity and Embeddings Are Still in Love?https://medium.com/gitconnected/cosine-similarity-and-embeddings-are-still-in-love-f9aec98396a4
HuggingGPT: Give Your Chatbot an AI Armyhttps://levelup.gitconnected.com/hugginggpt-give-your-chatbot-an-ai-army-cfadf5647f98
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#llm-models
What Is The Best Therapy For a Hallucinating AI Patient?https://levelup.gitconnected.com/what-is-the-best-therapy-for-a-hallucinating-ai-patient-acf0cb9b3e00
LLMs and the Student Dilemma: Learning to Solve or Learning to Remember?https://levelup.gitconnected.com/llms-and-the-student-dilemma-learning-to-solve-or-learning-to-remember-249152b72d82
You Know Nothing, John LLM: Why Do You Answer Anyway?https://levelup.gitconnected.com/you-know-nothing-john-llm-why-do-you-answer-anyway-97e10b59b7d2
Less Distraction, More Precision: The Diff Transformer’s Secret to Better Language Modelshttps://ai.gopubby.com/less-distraction-more-precision-the-diff-transformers-secret-to-better-language-models-77abbab6fe3e
Kolmogorov-Arnold Transformer (KAT): Is the MLP Headed for Retirement?https://levelup.gitconnected.com/kolmogorov-arnold-transformer-kat-is-the-mlp-headed-for-retirement-d5958ea8da71
OpenAI’s New ‘Reasoning’ AI Models Arrived: Will They Survive the Hype?https://levelup.gitconnected.com/openais-new-reasoning-ai-models-arrived-will-they-survive-the-hype-a55c582363b9
DeepMind’s AlphaProof: Achieving Podium Glory at the Math Olympiad Modelhttps://levelup.gitconnected.com/deepminds-alphaproof-achieving-podium-glory-at-the-math-olympiadmodel-61cf9ecc1f9f
Google Gemma: is it Really a Gem?https://levelup.gitconnected.com/google-gemma-is-it-really-a-gem-5b76d6607d3b
MiQu: Can a mysterious model be a GPT-4 rival?https://medium.com/gitconnected/miqu-can-a-mysterious-model-be-a-gpt-4-rival-a94f57e2f07f
Are xLSTM a Menace to Transformer Dominionhttps://levelup.gitconnected.com/are-xlstm-a-menace-to-transformer-dominion-2cf6290f59b4
GPT-4O, One Model is All You Needhttps://ai.plainenglish.io/gpt-4o-one-model-is-all-you-need-933805b5cc00
OpenELM Can Be The End of Sirihttps://ai.plainenglish.io/openelm-can-be-the-end-of-siri-15b7b4aa83ca
LLaMa 3 is Here. Will It Be The Winning Animal in The Generative AI Zoo.https://levelup.gitconnected.com/llama-3-is-here-will-it-be-the-winning-animal-in-the-generative-ai-zoo-9e94af73588f
Does it Really Matter Grok?https://levelup.gitconnected.com/does-it-really-matter-grok-fbf70c5117e2
PlanGPT: LLM domain specific to revolutionizing industrieshttps://levelup.gitconnected.com/plangpt-llm-domain-specific-to-revolutionizing-industries-f6c0ad87aec7
LeMA: For an LLM Learning Math is Making Mistakeshttps://levelup.gitconnected.com/lema-for-an-llm-learning-math-is-making-mistakes-f758f63eaafe
LLemma: a Model Speaking Mathhttps://levelup.gitconnected.com/llemma-a-model-speaking-math-c8c07e1c001c
Mistral 7B: a New Wind Blowing Away Other Language Modelshttps://levelup.gitconnected.com/mistral-7b-a-new-wind-blowing-other-language-models-b74d7bfe137e
GPT-InvestAR: LLMs for better investmenthttps://levelup.gitconnected.com/gpt-investar-llms-for-better-investment-f13f2ac72b3d
Platypus: Quick, Cheap, and Powerful LLMhttps://levelup.gitconnected.com/platypus-quick-cheap-and-powerful-llm-404b86af8755
META LLaMA 2.0: the most disruptive AInimalhttps://levelup.gitconnected.com/meta-llama-2-0-the-most-disruptive-ainimal-d465ef187f2
The Intelligence Quotient of GPT-4: how to determinate intelligencehttps://levelup.gitconnected.com/the-intelligence-quotient-of-gpt-4-how-to-determinate-intelligence-990586a276c5
Did ChatGPT have an impact?https://levelup.gitconnected.com/did-chatgpt-have-an-impact-bcb4c64a9816
FinGPT: open-source LLM for financehttps://medium.com/gitconnected/fingpt-open-source-llm-for-finance-e8ec10d0bf40
META’S LIMA: Maria Kondo’s way for LLMs traininghttps://levelup.gitconnected.com/metas-lima-maria-kondo-s-way-for-llms-training-8411e3907fed
Google USM: how Google plans a 1,000-language AI modelhttps://levelup.gitconnected.com/google-usm-how-google-plans-a-1-000-language-ai-model-46d0937dc4ef
SpikeGPT: a 260 M only parameters LM not afraid of competitionhttps://levelup.gitconnected.com/spikegpt-a-260-m-only-parameters-lm-not-afraid-of-competition-e262431d67aa
Is ChatGPT losing its capabilities?https://levelup.gitconnected.com/is-chatgpt-losing-its-capabilities-33df3d7d5a9e
CodeGen2: a new open-source model for codinghttps://levelup.gitconnected.com/codegen2-a-new-open-source-model-for-coding-214d3d464030
META’s LLaMA: A small language model beating giantshttps://medium.com/mlearning-ai/metas-llama-a-small-language-model-beating-giants-5065948e0b7f
SparseGPT: fewer parameters is better?https://levelup.gitconnected.com/sparsegpt-fewer-parameters-is-better-7b47ad60ac00
Microsoft BioGPT: Towards the ChatGPT of life science?https://levelup.gitconnected.com/microsoft-biogpt-towards-the-chatgpt-of-life-science-56e251536af6
Microsoft or: How I Learned to Stop Worrying and Love ChatGPThttps://medium.com/data-driven-fiction/microsoft-or-how-i-learned-to-stop-worrying-and-love-chatgpt-2ca1e7b446a3
META’s CICERO: beating humans at diplomacyhttps://medium.com/mlearning-ai/metas-cicero-beating-humans-at-diplomacy-298fd1b365d7
META’s PEER: A Collaborative Language Modelhttps://medium.com/towards-artificial-intelligence/metas-peer-a-collaborative-language-model-a58a5dd709fe
Meta’s Hokkien: AI Translates an Unwritten Language for the First Timehttps://pub.towardsai.net/metas-hokkien-ai-translates-an-unwritten-language-for-the-first-time-f18bed77bb11
No Language Left Behindhttps://pub.towardsai.net/no-language-left-behind-579afea29e52
Google’s Minerva, Solving Math Problems with AIhttps://towardsdatascience.com/googles-minerva-solving-math-problems-with-ai-4f0a6aaabaf1
A New BLOOM in AI? Why the BLOOM Model Can Be a Gamechangerhttps://pub.towardsai.net/a-new-bloom-in-ai-why-the-bloom-model-can-be-a-gamechanger-380a15b1fba7
Everything but everything you need to know about ChatGPThttps://medium.com/data-driven-fiction/everything-but-everything-you-need-to-know-about-chatgpt-546af7153ee2
The Unbearable Lightness of Being ChatGPThttps://medium.com/mlearning-ai/the-unbearable-lightness-of-being-chatgpt-95a4d9b48ed1
Deepmind’s Alphatensor: The AI That Is Reinventing Mathhttps://pub.towardsai.net/deepminds-alphatensor-deepmind-s-alphatensor-the-ai-that-is-reinventing-math-4e282e25da35
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#computer-vision
The Computer Vision’s Battleground: Choose Your Championhttps://pub.towardsai.net/the-computer-visions-battleground-choose-your-champion-db55ead27113
Have convolutional networks become obsoletehttps://levelup.gitconnected.com/have-convolutional-networks-become-obsolete-245969f6b9d9
UniverSeg: Universal Scissor for Medical Image Segmentationhttps://levelup.gitconnected.com/universeg-universal-scissor-for-medical-image-segmentation-edf90bb15922
META’s Hiera: reduce complexity to increase accuracyhttps://towardsdatascience.com/metas-hiera-reduce-complexity-to-increase-accuracy-30f7a147ad0b
META’S ImageBind: The Embedding Glue for Your Modalitieshttps://levelup.gitconnected.com/metas-imagebind-the-embedding-glue-for-your-modalities-876f941fe3ab
META DINO: how self-supervised learning is changing computer visionhttps://levelup.gitconnected.com/meta-dino-how-self-supervised-learning-is-changing-computer-vision-1666a5e43dbb
META’S SAM: A Unique Model to Segment Anythinghttps://levelup.gitconnected.com/metas-sam-a-unique-model-to-segment-anything-c3a956bf5d62
Why Do We Have Huge Language Models and Small Vision Transformers?https://towardsdatascience.com/why-do-we-have-huge-language-models-and-small-vision-transformers-5d59ac36c1d6
Create your painting app with AI and Streamlithttps://medium.com/mlearning-ai/create-your-painting-app-with-ai-and-streamlit-62ad079fb117
App Linkhttps://salvatorera-streamstyle-main-4my47f.streamlit.app/
GitHub repositoryhttps://github.com/SalvatoreRa/StreamStyle
A Visual Journey in What Vision-Transformers Seehttps://pub.towardsai.net/a-visual-journey-in-what-vision-transformers-see-9db9c8ba62d4
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#artificial-intelligence-and-music
Meta’s MusicGen: a melody is worth 1000 tokenshttps://levelup.gitconnected.com/metas-musicgen-a-melody-is-worth-1000-tokens-a023acc454ce
AudioGPT: bridging text to musichttps://levelup.gitconnected.com/audiogpt-bridging-text-to-music-7fa16c0cce43
Google’s MusicLM: from text description to musichttps://towardsdatascience.com/googles-musiclm-from-text-description-to-music-23794ab6955c#c3a5-8cd785447f67
Generate a piano cover with AIhttps://medium.com/mlearning-ai/generate-a-piano-cover-with-ai-f4178bc9cb30
Microsoft’s Museformer: AI music is the new frontierhttps://medium.com/mlearning-ai/microsofts-museformer-ai-music-is-the-new-frontier-8dc5cb24459c
Google’s Audiolm: Generating Music by Hearing a Song’s Snippethttps://pub.towardsai.net/googles-audiolm-generating-music-by-hearing-a-song-s-snippet-c9512a9290cd
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#multi-modal
Is Apple ready to launch its own AI?https://levelup.gitconnected.com/is-apple-ready-to-launch-its-own-ai-7dcb1609f25d
Stable Diffusion 3: Can You Still Believe in Your Eyes?https://levelup.gitconnected.com/stable-diffusion-3-can-you-still-believe-in-your-eyes-3d9ba8f2a9d8
Lord of Vectors: One Embedder to Rule Them Allhttps://levelup.gitconnected.com/lord-of-vectors-one-embedder-to-rule-them-all-205d22ca6a0a
Meta-Transformer: one model to rule allhttps://levelup.gitconnected.com/meta-transformer-one-model-to-rule-all-a3eeb9bd96b9
MiniGPT-4: small chatbot, large vision-language understandinghttps://levelup.gitconnected.com/minigpt-4-small-chatbot-large-vision-language-understanding-2bbbb2480cf5
BLIP-2: when ChatGPT meets imageshttps://medium.com/gitconnected/blip-2-when-chatgpt-meets-images-463582b541e0
Data2vec: one AI to rule allhttps://levelup.gitconnected.com/data2vec-one-ai-to-rule-all-6c9be729331d
Google’s PaLI: language-image learning in 100 languageshttps://towardsdatascience.com/googles-pali-language-image-learning-in-100-languages-31d32f9b74fe
Multimodal Chain of Thoughts: Solving Problems in a Multimodal Worldhttps://towardsdatascience.com/multimodal-chain-of-thoughts-solving-problems-in-a-multimodal-world-961a8ab9d0fa
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#ai-and-ethics
Lie to Win: When Competition Makes AI Deceptivehttps://levelup.gitconnected.com/lie-to-win-when-competition-makes-ai-deceptive-970af72f7ac8
A Malicious Seed: Fine-Tuning LLMs to Grow Bad Behaviorshttps://levelup.gitconnected.com/a-malicious-seed-fine-tuning-llms-to-grow-bad-behaviors-100e4aaa470d
Is Wikipedia an Endangered Species? Is ChatGPT Its Predator?https://levelup.gitconnected.com/is-wikipedia-an-endangered-species-is-chatgpt-its-predator-969b552bd989
The Cultural Lens of AI: Which Party Would Your LLM Vote?https://levelup.gitconnected.com/the-cultural-lens-of-ai-which-party-would-your-llm-vote-ab7b6f1b6b23
Be Yourself: Does Assigning Roles Hurt AI Performance?https://levelup.gitconnected.com/be-yourself-does-assigning-roles-hurt-ai-performance-ae4b7f74602f
Power Corrupts: Hierarchies, Persuasion, and Anti-Social Behavior in LLMshttps://ai.gopubby.com/power-corrupts-hierarchies-persuasion-and-anti-social-behavior-in-llms-b3c4dd5575cb
AI Won’t Steal Your Job — But Get Ready for the World’s Most Annoying Coworkerhttps://ai.gopubby.com/ai-wont-steal-your-job-but-get-ready-for-the-world-s-most-annoying-coworker-6a2efb39cf5f
Past Imperfect: Jailbreaking LLMs with Past Tense Requestshttps://levelup.gitconnected.com/past-imperfect-jailbreaking-llms-with-past-tense-requests-0e35c1407a12
The Goldfish LLM: Swimming Through Data Without Memorizing Ithttps://medium.com/gitconnected/the-goldfish-llm-swimming-through-data-without-memorizing-it-5903e9bd90eb
How transparent are large language models?https://pub.towardsai.net/how-transparent-are-large-language-models-71dbb128a61c
Scaling Data, Scaling Bias: A Deep Dive into Hateful Content and Racial Bias in Generative AIhttps://levelup.gitconnected.com/scaling-data-scaling-bias-a-deep-dive-into-hateful-content-and-racial-bias-in-generative-ai-70d8aa27a631
Reshaping the Model’s Memory without the Need for Retraininghttps://towardsdatascience.com/reshaping-the-models-memory-without-the-need-for-retraining-9ade69f56296
PrAIde and Prejudice: Tracking and Minimize Political Bias in LLMshttps://levelup.gitconnected.com/praide-and-prejudice-tracking-and-minimize-political-bias-in-llms-47f82d354514
The Mechanical Symphony: Will AI Displace the Human Workforce?https://levelup.gitconnected.com/the-mechanical-symphony-will-ai-displace-the-human-workforce-9baeb786efa4
The EU wants to regulate your favorite AI toolshttps://medium.com/mlearning-ai/the-eu-wants-to-regulate-your-favorite-ai-tools-7419d985f2f2
Machine unlearning: The duty of forgettinghttps://towardsdatascience.com/machine-unlearning-the-duty-of-forgetting-3666e5b9f6e5
Back to General indexhttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index
Index of tutorialshttps://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#Index-of-tutorials
https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#others
5 Haikus of Artificial Intelligencehttps://medium.com/data-science-collective/5-haikus-of-artificial-intelligence-58a96865533c
This Is the End of Normalization, and the Transformer Feels Finehttps://levelup.gitconnected.com/this-is-the-end-of-normalization-and-the-transformer-feels-fine-87d4280c85b0
Can an LLM Outperform Human Analysts in Financial Analysis?https://medium.datadriveninvestor.com/can-an-llm-outperform-human-analysts-in-financial-analysis-744a20dee0e7
The 2023 AI year in briefhttps://levelup.gitconnected.com/the-2023-ai-year-in-brief-7eeaab2552b5
Is AI funny? Maybe, a Bithttps://medium.com/gitconnected/is-ai-funny-maybe-a-bit-fd5183f68779
To AI or not to AI: how to survive?https://levelup.gitconnected.com/to-ai-or-not-to-ai-how-to-survive-f5e853aebd5b
The Infinite Babel Library of LLMshttps://towardsdatascience.com/the-infinite-babel-library-of-llms-90e203b2f6b0
RazzAIe awards 2022: what are the worst AI of the year?https://medium.datadriveninvestor.com/razzaie-awards-2022-what-are-the-worst-ai-of-the-year-a2596c566218
Deep learning can tell if you are above the drinking limithttps://medium.com/geekculture/deep-learning-can-tell-if-you-are-above-the-drinking-limit-40bea9205878
2023: what should we expect to see in AI?https://medium.datadriveninvestor.com/2023-what-should-we-expect-to-see-in-ai-7a6af1757ea8
The Rise of AI: A Look at the 2022 Landscapehttps://medium.com/towards-artificial-intelligence/the-rise-of-ai-a-look-at-the-2022-landscape-956e7e3f1839
Can an AI be a data scientist?https://medium.com/mlearning-ai/can-an-ai-be-a-data-scientist-2d4d9b6c5d5
notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/artificial%20intelligence/OpenAI_ChatGPT_test.ipynb
Is AI Changing Football?https://medium.com/mlearning-ai/is-ai-changing-football-123386582c9b
Make an app with streamlit in minuteshttps://medium.com/mlearning-ai/make-an-app-with-streamlit-in-minutes-bec48ee19d67
code herehttps://github.com/SalvatoreRa/Yoga_position
DreamFusion: 3D models from texthttps://medium.com/mlearning-ai/dreamfusion-3d-models-from-text-561e8268a24c
A critical analysis of your datasethttps://towardsdatascience.com/a-critical-analysis-of-your-dataset-2b388e7ca01e
How AI and X-rays To Detect Explosives Could Also Identify Cancershttps://medium.com/geekculture/how-ai-and-x-rays-to-detect-explosives-could-also-identify-cancers-63dbd4c44fa3
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https://patch-diff.githubusercontent.com/SalvatoreRa/tutorial#articles-and-tutorials-of-bioinformaticsaiml-applied-to-biology
AML introductionhttps://medium.com/leukemiaairesearch/acute-myeloid-leukemia-a-general-introduction-9a033502fe47
Intorduction on AI in leukemiahttps://medium.com/leukemiaairesearch/artificial-intelligence-in-leukemia-1c8c189d2ad7
Introduction on computer vision in AMLhttps://medium.com/leukemiaairesearch/medical-image-diagnosis-in-leukemia-7797fce237b5
Introduction on computer vision in Covid-19https://towardsdatascience.com/medical-image-diagnosis-in-covid-19-ba5f6664efe9
Complexity reduction techniqueshttps://medium.com/leukemiaairesearch/complexity-reduction-techniques-with-gene-expression-data-961491979bc8
Jupiter notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/genomic%20series/complexity%20reduction%20techniques.ipynb
Clustering techniqueshttps://medium.com/leukemiaairesearch/clustering-techniques-with-gene-expression-data-4b35a04f87d5
Jupiter notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/genomic%20series/hierarchical_cluster_and_K_means.ipynb
Clustering: DBSCAN and GMMhttps://medium.com/leukemiaairesearch/clustering-techniques-with-gene-expression-data-4b35a04f87d5
Jupiter notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/genomic%20series/DBSCAN_and_GMM.ipynb
Linear regressionhttps://medium.com/leukemiaairesearch/a-complete-guide-to-linear-regression-using-gene-expression-data-an-introduction-f861596ff0d0
Linear regressionhttps://medium.com/leukemiaairesearch/a-complete-guide-to-linear-regression-using-gene-expression-data-fit-and-algorithm-evaluation-d73e39b2eb8f
Jupiter notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/genomic%20series/linear_regression.ipynb
Logistic regressionhttps://salvatore-raieli.medium.com/complete-guide-on-logistic-regression-with-gene-expression-data-the-math-1589d95236f8
Logistic regressionhttps://salvatore-raieli.medium.com/a-complete-guide-on-logistic-regression-with-gene-expression-data-training-the-model-dfd1aaf3828e
Jupiter notebookhttps://github.com/SalvatoreRa/tutorial/blob/main/genomic%20series/logistic_regression.ipynb
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