René's URL Explorer Experiment

Title: GitHub - rrustagi20/Machine-Learning-Collection: A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :) · GitHub

Open Graph Title: GitHub - rrustagi20/Machine-Learning-Collection: A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

X Title: GitHub - rrustagi20/Machine-Learning-Collection: A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

Description: A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :) - rrustagi20/Machine-Learning-Collection

Open Graph Description: A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :) - rrustagi20/Machine-Learning-Collection

X Description: A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :) - rrustagi20/Machine-Learning-Collection

Opengraph URL: https://github.com/rrustagi20/Machine-Learning-Collection

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:7d1f946c-4bfb-2bd1-6c98-ad8c5fc593b4
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	9DC6:A4628:F5F086:156FFEE:6A4E8CCA
html-safe-nonce	e3571cb88d845c153158d4fa123c8df78ed623c7e7900f8b4c4d08153ab9052c
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5REM2OkE0NjI4OkY1RjA4NjoxNTZGRkVFOjZBNEU4Q0NBIiwidmlzaXRvcl9pZCI6IjU4NTYxODIyODc3NjczNDIyODIiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	962680976058c6f83ca5b4673566a610dd2196b04c5378a05450f1fca2e02dd4
hovercard-subject-tag	repository:493164667
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/rrustagi20/Machine-Learning-Collection
twitter:image	https://opengraph.githubassets.com/a70ed80609f588bff10fce2000389798bea800e6c8b2c4f6364dcac267c14e13/rrustagi20/Machine-Learning-Collection
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a70ed80609f588bff10fce2000389798bea800e6c8b2c4f6364dcac267c14e13/rrustagi20/Machine-Learning-Collection
og:image:alt	A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :) - rrustagi20/Machine-Learning-Collection
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	41b6ab3ba6d20a71766ac245b5a4a94c6fc672a9cd4da7d44c1b33ab8bf6a21c
turbo-cache-control	no-cache
go-import	github.com/rrustagi20/Machine-Learning-Collection git https://github.com/rrustagi20/Machine-Learning-Collection.git
octolytics-dimension-user_id	77167720
octolytics-dimension-user_login	rrustagi20
octolytics-dimension-repository_id	493164667
octolytics-dimension-repository_nwo	rrustagi20/Machine-Learning-Collection
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	250184708
octolytics-dimension-repository_parent_nwo	aladdinpersson/Machine-Learning-Collection
octolytics-dimension-repository_network_root_id	250184708
octolytics-dimension-repository_network_root_nwo	aladdinpersson/Machine-Learning-Collection
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	e6a744804e8e70f97b4d5a18a94dcc63db22f97a
ui-target	canary-1
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/rrustagi20/Machine-Learning-Collection#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Frrustagi20%2FMachine-Learning-Collection
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Frrustagi20%2FMachine-Learning-Collection
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=rrustagi20%2FMachine-Learning-Collection
Reload	https://github.com/rrustagi20/Machine-Learning-Collection
Reload	https://github.com/rrustagi20/Machine-Learning-Collection
Reload	https://github.com/rrustagi20/Machine-Learning-Collection
rrustagi20	https://github.com/rrustagi20
Machine-Learning-Collection	https://github.com/rrustagi20/Machine-Learning-Collection
aladdinpersson/Machine-Learning-Collection	https://github.com/aladdinpersson/Machine-Learning-Collection
Notifications	https://github.com/login?return_to=%2Frrustagi20%2FMachine-Learning-Collection
Fork 0	https://github.com/login?return_to=%2Frrustagi20%2FMachine-Learning-Collection
Star 0	https://github.com/login?return_to=%2Frrustagi20%2FMachine-Learning-Collection
Code	https://github.com/rrustagi20/Machine-Learning-Collection
Pull requests 0	https://github.com/rrustagi20/Machine-Learning-Collection/pulls
Actions	https://github.com/rrustagi20/Machine-Learning-Collection/actions
Projects	https://github.com/rrustagi20/Machine-Learning-Collection/projects
Security and quality 0	https://github.com/rrustagi20/Machine-Learning-Collection/security
Insights	https://github.com/rrustagi20/Machine-Learning-Collection/pulse
Code	https://github.com/rrustagi20/Machine-Learning-Collection
Pull requests	https://github.com/rrustagi20/Machine-Learning-Collection/pulls
Actions	https://github.com/rrustagi20/Machine-Learning-Collection/actions
Projects	https://github.com/rrustagi20/Machine-Learning-Collection/projects
Security and quality	https://github.com/rrustagi20/Machine-Learning-Collection/security
Insights	https://github.com/rrustagi20/Machine-Learning-Collection/pulse
	https://github.com/rrustagi20/Machine-Learning-Collection
Branches	https://github.com/rrustagi20/Machine-Learning-Collection/branches
Tags	https://github.com/rrustagi20/Machine-Learning-Collection/tags
	https://github.com/rrustagi20/Machine-Learning-Collection/branches
	https://github.com/rrustagi20/Machine-Learning-Collection/tags
71 Commits	https://github.com/rrustagi20/Machine-Learning-Collection/commits/master/
	https://github.com/rrustagi20/Machine-Learning-Collection/commits/master/
ML	https://github.com/rrustagi20/Machine-Learning-Collection/tree/master/ML
ML	https://github.com/rrustagi20/Machine-Learning-Collection/tree/master/ML
ML_tests	https://github.com/rrustagi20/Machine-Learning-Collection/tree/master/ML_tests
ML_tests	https://github.com/rrustagi20/Machine-Learning-Collection/tree/master/ML_tests
.gitignore	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/.gitignore
.gitignore	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/.gitignore
.travis.yml	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/.travis.yml
.travis.yml	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/.travis.yml
LICENSE.txt	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/LICENSE.txt
LICENSE.txt	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/LICENSE.txt
README.md	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/README.md
README.md	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/README.md
README	https://github.com/rrustagi20/Machine-Learning-Collection
MIT license	https://github.com/rrustagi20/Machine-Learning-Collection
	https://github.com/rrustagi20/Machine-Learning-Collection/blob/master/ML/others/logo/torch_and_tf.svg
	https://travis-ci.com/aladdinpersson/Machine-Learning-Collection
	https://opensource.org/licenses/MIT
	https://github.com/rrustagi20/Machine-Learning-Collection#machine-learning-collection
YouTube	https://www.youtube.com/c/AladdinPersson
	https://github.com/rrustagi20/Machine-Learning-Collection#table-of-contents
Machine Learning Algorithms	https://github.com/rrustagi20/Machine-Learning-Collection#machine-learning
PyTorch Tutorials	https://github.com/rrustagi20/Machine-Learning-Collection#pytorch-tutorials
Basics	https://github.com/rrustagi20/Machine-Learning-Collection#basics
More Advanced	https://github.com/rrustagi20/Machine-Learning-Collection#more-advanced
Object Detection	https://github.com/rrustagi20/Machine-Learning-Collection#Object-Detection
Generative Adversarial Networks	https://github.com/rrustagi20/Machine-Learning-Collection#Generative-Adversarial-Networks
Architectures	https://github.com/rrustagi20/Machine-Learning-Collection#architectures
TensorFlow Tutorials	https://github.com/rrustagi20/Machine-Learning-Collection#tensorflow-tutorials
Beginner Tutorials	https://github.com/rrustagi20/Machine-Learning-Collection#beginner-tutorials
Architectures	https://github.com/rrustagi20/Machine-Learning-Collection#CNN-Architectures
	https://github.com/rrustagi20/Machine-Learning-Collection#machine-learning
	https://youtu.be/pCCUnoes1Po
Linear Regression	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/linearregression/linear_regression_gradient_descent.py
	https://youtu.be/DQ6xfe75CDk
Linear Regression	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/linearregression/linear_regression_normal_equation.py
	https://youtu.be/x1ez9vi611I
Logistic Regression	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/logisticregression/logistic_regression.py
	https://youtu.be/3trW5Lig7BU
Naive Bayes	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/naivebayes/naivebayes.py
	https://youtu.be/QzAaRuDskyc
K-nearest neighbors	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/knn/knn.py
	https://youtu.be/W4fSRHeafMo
K-means clustering	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/kmeans/kmeansclustering.py
	https://youtu.be/gBTtR0bs-1k
Support Vector Machine	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/svm/svm.py
	https://youtu.be/NJvojeoTnNM
Neural Network	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/neuralnetwork/NN.py
Decision Tree	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/algorithms/decisiontree/decision_tree.py
	https://github.com/rrustagi20/Machine-Learning-Collection#pytorch-tutorials
	https://github.com/rrustagi20/Machine-Learning-Collection#basics
	https://youtu.be/x9JiIFvlUwk
Tensor Basics	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_tensorbasics.py
	https://youtu.be/Jy4wM2X21u0
Feedforward Neural Network	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_simple_fullynet.py
	https://youtu.be/wnK3uWv_WkU
Convolutional Neural Network	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_simple_CNN.py
	https://youtu.be/Gl2WXLIMvKA
Recurrent Neural Network	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_rnn_gru_lstm.py
	https://youtu.be/jGst43P-TJA
Bidirectional Recurrent Neural Network	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_bidirectional_lstm.py
	https://youtu.be/g6kQl_EFn84
Loading and saving model	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_loadsave.py
	https://youtu.be/ZoZHd0Zm3RY
Custom Dataset (Images)	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/Basics/custom_dataset
	https://youtu.be/9sHcLvVXsns
Custom Dataset (Text)	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/Basics/custom_dataset_txt
	https://youtu.be/qaDe0qQZ5AQ
Transfer Learning and finetuning	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_pretrain_finetune.py
	https://youtu.be/Zvd276j9sZ8
Data augmentation using Torchvision	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_transforms.py
	https://youtu.be/rAdLwKJBvPM
Data augmentation using Albumentations	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/Basics/albumentations_tutorial
	https://youtu.be/RLqsxWaQdHE
TensorBoard Example	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_tensorboard_.py
	https://youtu.be/y6IEcEBRZks
Calculate Mean and STD of Images	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_std_mean.py
	https://youtu.be/RKHopFfbPao
Simple Progress bar	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_progress_bar.py
	https://youtu.be/1SZocGaCAr8
Deterministic Behavior	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/set_deterministic_behavior/pytorch_set_seeds.py
	https://youtu.be/P31hB37g4Ak
Learning Rate Scheduler	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_lr_ratescheduler.py
	https://youtu.be/xWQ-p_o0Uik
Initialization of weights	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_init_weights.py
	https://github.com/rrustagi20/Machine-Learning-Collection#more-advanced
	https://youtu.be/WujVlF_6h5A
Text Generating LSTM	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Projects/text_generation_babynames/generating_names.py
	https://youtu.be/IHq1t7NxS8k
Semantic Segmentation w. U-NET	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/image_segmentation/semantic_segmentation_unet
	https://youtu.be/y2BaTt1fxJU
Image Captioning	https://github.com/AladdinPerzon/Machine-Learning-Collection/tree/master/ML/Pytorch/more_advanced/image_captioning
	https://youtu.be/imX4kSKDY7s
Neural Style Transfer	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/neuralstyle/nst.py
	https://www.youtube.com/playlist?list=PLhhyoLH6IjfzxdlsLrclcCTsS8kIcfWJb
Torchtext [1]	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/torchtext/torchtext_tutorial1.py
Torchtext [2]	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/torchtext/torchtext_tutorial2.py
Torchtext [3]	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/torchtext/torchtext_tutorial3.py
	https://youtu.be/EoGUlvhRYpk
Seq2Seq	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/Seq2Seq/seq2seq.py
	https://youtu.be/sQUqQddQtB4
Seq2Seq + Attention	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/Seq2Seq_attention/seq2seq_attention.py
	https://youtu.be/M6adRGJe5cQ
Seq2Seq Transformers	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/seq2seq_transformer/seq2seq_transformer.py
	https://youtu.be/U0s0f995w14
Transformers from scratch	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/more_advanced/transformer_from_scratch/transformer_from_scratch.py
	https://github.com/rrustagi20/Machine-Learning-Collection#object-detection
Object Detection Playlist	https://youtube.com/playlist?list=PLhhyoLH6Ijfw0TpCTVTNk42NN08H6UvNq
	https://youtu.be/XXYG5ZWtjj0
Intersection over Union	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/object_detection/metrics/iou.py
	https://youtu.be/YDkjWEN8jNA
Non-Max Suppression	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/object_detection/metrics/nms.py
	https://youtu.be/FppOzcDvaDI
Mean Average Precision	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/object_detection/metrics/mean_avg_precision.py
	https://youtu.be/n9_XyCGr-MI
YOLOv1 from scratch	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/object_detection/YOLO
	https://youtu.be/Grir6TZbc1M
YOLOv3 from scratch	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/object_detection/YOLOv3
	https://github.com/rrustagi20/Machine-Learning-Collection#generative-adversarial-networks
GAN Playlist	https://youtube.com/playlist?list=PLhhyoLH6IjfwIp8bZnzX8QR30TRcHO8Va
	https://youtu.be/OljTVUVzPpM
Simple FC GAN	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/GANs/1.%20SimpleGAN/fc_gan.py
	https://youtu.be/IZtv9s_Wx9I
DCGAN	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/2.%20DCGAN
	https://youtu.be/pG0QZ7OddX4
WGAN	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/3.%20WGAN
	https://youtu.be/pG0QZ7OddX4
WGAN-GP	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/4.%20WGAN-GP
	https://youtu.be/SuddDSqGRzg
Pix2Pix	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/Pix2Pix
	https://youtu.be/4LktBHGCNfw
CycleGAN	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/CycleGAN
	https://youtu.be/nkQHASviYac
ProGAN	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/ProGAN
SRGAN	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/SRGAN
ESRGAN	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/ESRGAN
StyleGAN	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Pytorch/GANs/StyleGAN
	https://github.com/rrustagi20/Machine-Learning-Collection#architectures
	https://youtu.be/fcOW-Zyb5Bo
LeNet5	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/79f2e1928906f3cccbae6c024f3f79fd05262cd1/ML/Pytorch/CNN_architectures/lenet5_pytorch.py#L15-L35
	https://youtu.be/ACmuBbuXn20
VGG	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/79f2e1928906f3cccbae6c024f3f79fd05262cd1/ML/Pytorch/CNN_architectures/pytorch_vgg_implementation.py#L16-L62
	https://youtu.be/uQc4Fs7yx5I
Inception v1	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/CNN_architectures/pytorch_inceptionet.py
	https://youtu.be/DkNIBBBvcPs
ResNet	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/Pytorch/CNN_architectures/pytorch_resnet.py
	https://youtu.be/fR_0o25kigM
EfficientNet	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/CNN_architectures/pytorch_efficientnet.py
	https://github.com/rrustagi20/Machine-Learning-Collection#tensorflow-tutorials
	https://github.com/rrustagi20/Machine-Learning-Collection#beginner-tutorials
	https://youtu.be/5Ym-dOS9ssA
	https://youtu.be/HPjBY1H-U4U
Tutorial 2 - Tensor Basics	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial2-tensorbasics.py
	https://youtu.be/pAhPiF3yiXI
Tutorial 3 - Neural Network	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial3-neuralnetwork.py
	https://youtu.be/WAciKiDP2bo
Tutorial 4 - Convolutional Neural Network	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial4-convnet.py
	https://youtu.be/kJSUq1PLmWg
Tutorial 5 - Regularization	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial5-regularization.py
	https://youtu.be/WAciKiDP2bo
Tutorial 6 - RNN, GRU, LSTM	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial6-rnn-gru-lstm.py
	https://youtu.be/kJSUq1PLmWg
Tutorial 7 - Functional API	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial7-indepth-functional.py
	https://youtu.be/WcZ_1IAH_nM
Tutorial 8 - Keras Subclassing	https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial8_keras_subclassing.py
	https://youtu.be/cKMJDkWSDnY
Tutorial 9 - Custom Layers	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial9-custom-layers.py
	https://youtu.be/idus3KO6Wic
Tutorial 10 - Saving and Loading Models	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial10-save-model.py
	https://youtu.be/WJZoywOG1cs
Tutorial 11 - Transfer Learning	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial11-transfer-learning.py
	https://youtu.be/YrMy-BAqk8k
Tutorial 12 - TensorFlow Datasets	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial12-tensorflowdatasets.py
	https://youtu.be/8wwfVV7ixyY
Tutorial 13 - Data Augmentation	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial13-data-augmentation.py
	https://youtu.be/WUzLJZCKNu4
Tutorial 14 - Callbacks	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial14-callbacks.py
	https://youtu.be/S6tLSI8bjGs
Tutorial 15 - Custom model.fit	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial15-customizing-modelfit.py
	https://youtu.be/_u7AVsxANes
Tutorial 16 - Custom Loops	https://github.com/AladdinPerzon/Machine-Learning-Collection/blob/master/ML/TensorFlow/Basics/tutorial16-customloops.py
	https://youtu.be/k7KfYXXrOj0
Tutorial 17 - TensorBoard	https://github.com/AladdinPerzon/Machine-Learning-Collection/tree/master/ML/TensorFlow/Basics/tutorial17-tensorboard
	https://youtu.be/q7ZuZ8ZOErE
Tutorial 18 - Custom Dataset Images	https://github.com/AladdinPerzon/Machine-Learning-Collection/tree/master/ML/TensorFlow/Basics/tutorial18-customdata-images
	https://youtu.be/NoKvCREx36Q
Tutorial 19 - Custom Dataset Text	https://github.com/AladdinPerzon/Machine-Learning-Collection/tree/master/ML/TensorFlow/Basics/tutorial19-customdata-text
	https://youtu.be/ea5Z1smiR3U
Tutorial 20 - Classifying Skin Cancer	https://github.com/AladdinPerzon/Machine-Learning-Collection/tree/master/ML/TensorFlow/Basics/tutorial20-classify-cancer-beginner-project-example
	https://github.com/rrustagi20/Machine-Learning-Collection#cnn-architectures
LeNet	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/TensorFlow/CNN_architectures/LeNet5
AlexNet	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/TensorFlow/CNN_architectures/AlexNet
VGG	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/TensorFlow/CNN_architectures/VGGNet
GoogLeNet	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/TensorFlow/CNN_architectures/GoogLeNet
ResNet	https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/TensorFlow/CNN_architectures/ResNet
www.youtube.com/c/AladdinPersson	https://www.youtube.com/c/AladdinPersson
Readme	https://github.com/rrustagi20/Machine-Learning-Collection#readme-ov-file
MIT license	https://github.com/rrustagi20/Machine-Learning-Collection#MIT-1-ov-file
Please reload this page	https://github.com/rrustagi20/Machine-Learning-Collection
Activity	https://github.com/rrustagi20/Machine-Learning-Collection/activity
0 forks	https://github.com/rrustagi20/Machine-Learning-Collection/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Frrustagi20%2FMachine-Learning-Collection&report=rrustagi20+%28user%29
Releases	https://github.com/rrustagi20/Machine-Learning-Collection/releases
1 tags	https://github.com/rrustagi20/Machine-Learning-Collection/tags
Packages 0	https://github.com/users/rrustagi20/packages?repo_name=Machine-Learning-Collection
Please reload this page	https://github.com/rrustagi20/Machine-Learning-Collection
Contributors	https://github.com/rrustagi20/Machine-Learning-Collection/graphs/contributors
Please reload this page	https://github.com/rrustagi20/Machine-Learning-Collection
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.