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Title: GitHub - codetactical/machine-learning-experiments: 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo · GitHub

Open Graph Title: GitHub - codetactical/machine-learning-experiments: 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

X Title: GitHub - codetactical/machine-learning-experiments: 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

Description: 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo - codetactical/machine-learning-experiments

Open Graph Description: 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo - codetactical/machine-learning-experiments

X Description: 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo - codetactical/machine-learning-experiments

Opengraph URL: https://github.com/codetactical/machine-learning-experiments

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requirements.txt	https://github.com/codetactical/machine-learning-experiments/blob/master/requirements.txt
requirements.txt	https://github.com/codetactical/machine-learning-experiments/blob/master/requirements.txt
README	https://github.com/codetactical/machine-learning-experiments
License	https://github.com/codetactical/machine-learning-experiments
	https://github.com/codetactical/machine-learning-experiments#-interactive-machine-learning-experiments
Launch ML experiments demo	http://trekhleb.github.io/machine-learning-experiments/
Launch ML experiments Jupyter notebooks	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/tree/master/experiments/
	https://github.com/codetactical/machine-learning-experiments#experiments
TensorFlow 2	https://www.tensorflow.org/
Keras	https://www.tensorflow.org/guide/keras/overview
	https://github.com/codetactical/machine-learning-experiments#supervised-machine-learning
Supervised learning	https://en.wikipedia.org/wiki/Supervised_learning
	https://github.com/codetactical/machine-learning-experiments#multilayer-perceptron-mlp-or-simple-neural-network-nn
multilayer perceptron	https://en.wikipedia.org/wiki/Multilayer_perceptron
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/digits_recognition_mlp.png
Handwritten Digits Recognition (MLP)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/digits_recognition_mlp/digits_recognition_mlp.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/DigitsRecognitionMLP
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/digits_recognition_mlp/digits_recognition_mlp.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/digits_recognition_mlp/digits_recognition_mlp.ipynb
MNIST	https://www.tensorflow.org/datasets/catalog/mnist
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/sketch_recognition_mlp.png
Handwritten Sketch Recognition (MLP)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/sketch_recognition_mlp/sketch_recognition_mlp.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/SketchRecognitionMLP
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/sketch_recognition_mlp/sketch_recognition_mlp.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/sketch_recognition_mlp/sketch_recognition_mlp.ipynb
QuickDraw	https://github.com/googlecreativelab/quickdraw-dataset
	https://github.com/codetactical/machine-learning-experiments#convolutional-neural-networks-cnn
convolutional neural network	https://en.wikipedia.org/wiki/Convolutional_neural_network
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/digits_recognition_cnn.png
Handwritten Digits Recognition (CNN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/digits_recognition_cnn/digits_recognition_cnn.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/DigitsRecognitionCNN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/digits_recognition_cnn/digits_recognition_cnn.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/digits_recognition_cnn/digits_recognition_cnn.ipynb
MNIST	https://www.tensorflow.org/datasets/catalog/mnist
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/sketch_recognition_cnn.png
Handwritten Sketch Recognition (CNN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/sketch_recognition_cnn/sketch_recognition_cnn.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/SketchRecognitionCNN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/sketch_recognition_cnn/sketch_recognition_cnn.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/sketch_recognition_cnn/sketch_recognition_cnn.ipynb
QuickDraw	https://github.com/googlecreativelab/quickdraw-dataset
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/rock_paper_scissors_cnn.jpg
Rock Paper Scissors (CNN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/rock_paper_scissors_cnn/rock_paper_scissors_cnn.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/RockPaperScissorsCNN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/rock_paper_scissors_cnn/rock_paper_scissors_cnn.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/rock_paper_scissors_cnn/rock_paper_scissors_cnn.ipynb
RPS	http://www.laurencemoroney.com/rock-paper-scissors-dataset/
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/rock_paper_scissors_mobilenet_v2.jpg
Rock Paper Scissors (MobilenetV2)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/rock_paper_scissors_mobilenet_v2/rock_paper_scissors_mobilenet_v2.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/RockPaperScissorsMobilenetV2
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/rock_paper_scissors_mobilenet_v2/rock_paper_scissors_mobilenet_v2.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/rock_paper_scissors_mobilenet_v2/rock_paper_scissors_mobilenet_v2.ipynb
RPS	http://www.laurencemoroney.com/rock-paper-scissors-dataset/
ImageNet	http://image-net.org/explore
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/objects_detection_ssdlite_mobilenet_v2.jpg
Objects Detection (MobileNetV2)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/objects_detection_ssdlite_mobilenet_v2/objects_detection_ssdlite_mobilenet_v2.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/ObjectsDetectionSSDLiteMobilenetV2
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/objects_detection_ssdlite_mobilenet_v2/objects_detection_ssdlite_mobilenet_v2.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/objects_detection_ssdlite_mobilenet_v2/objects_detection_ssdlite_mobilenet_v2.ipynb
COCO	http://cocodataset.org/#home
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/image_classification_mobilenet_v2.jpg
Image Classification (MobileNetV2)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/image_classification_mobilenet_v2/image_classification_mobilenet_v2.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/ImageClassificationMobilenetV2
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/image_classification_mobilenet_v2/image_classification_mobilenet_v2.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/image_classification_mobilenet_v2/image_classification_mobilenet_v2.ipynb
ImageNet	http://image-net.org/explore
	https://github.com/codetactical/machine-learning-experiments#recurrent-neural-networks-rnn
recurrent neural network	https://en.wikipedia.org/wiki/Recurrent_neural_network
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/numbers_summation_rnn.png
Numbers Summation (RNN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/numbers_summation_rnn/numbers_summation_rnn.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/NumbersSummationRNN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/numbers_summation_rnn/numbers_summation_rnn.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/numbers_summation_rnn/numbers_summation_rnn.ipynb
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/text_generation_shakespeare_rnn.jpg
Shakespeare Text Generation (RNN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/text_generation_shakespeare_rnn/text_generation_shakespeare_rnn.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/TextGenerationShakespeareRNN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/text_generation_shakespeare_rnn/text_generation_shakespeare_rnn.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/text_generation_shakespeare_rnn/text_generation_shakespeare_rnn.ipynb
Shakespeare	https://storage.googleapis.com/download.tensorflow.org/data/shakespeare.txt
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/text_generation_wikipedia_rnn.png
Wikipedia Text Generation (RNN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/text_generation_wikipedia_rnn/text_generation_wikipedia_rnn.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/TextGenerationWikipediaRNN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/text_generation_wikipedia_rnn/text_generation_wikipedia_rnn.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/text_generation_wikipedia_rnn/text_generation_wikipedia_rnn.ipynb
Wikipedia	https://www.tensorflow.org/datasets/catalog/wikipedia
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/recipe_generation_rnn.jpg
Recipe Generation (RNN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/recipe_generation_rnn/recipe_generation_rnn.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/RecipeGenerationRNN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/recipe_generation_rnn/recipe_generation_rnn.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/recipe_generation_rnn/recipe_generation_rnn.ipynb
Recipe box	https://eightportions.com/datasets/Recipes/
	https://github.com/codetactical/machine-learning-experiments#unsupervised-machine-learning
Unsupervised learning	https://en.wikipedia.org/wiki/Unsupervised_learning
	https://github.com/codetactical/machine-learning-experiments#generative-adversarial-networks-gans
generative adversarial network	https://en.wikipedia.org/wiki/Generative_adversarial_network
	https://github.com/codetactical/machine-learning-experiments/blob/master/demos/src/images/clothes_generation_dcgan.jpg
Clothes Generation (DCGAN)	https://github.com/codetactical/machine-learning-experiments/blob/master/experiments/clothes_generation_dcgan/clothes_generation_dcgan.ipynb
	https://trekhleb.github.io/machine-learning-experiments/#/experiments/ClothesGenerationDCGAN
	https://nbviewer.jupyter.org/github/trekhleb/machine-learning-experiments/blob/master/experiments/clothes_generation_dcgan/clothes_generation_dcgan.ipynb
	https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/clothes_generation_dcgan/clothes_generation_dcgan.ipynb
Fashion MNIST	https://www.tensorflow.org/datasets/catalog/fashion_mnist
	https://github.com/codetactical/machine-learning-experiments#how-to-use-this-repository-locally
	https://github.com/codetactical/machine-learning-experiments#setup-virtual-environment-for-experiments
	https://github.com/codetactical/machine-learning-experiments#install-dependencies
	https://github.com/codetactical/machine-learning-experiments#launch-jupyter-locally
Jupyter Notebook	https://jupyter.org/
	https://github.com/codetactical/machine-learning-experiments#launch-demos-locally
create-react-app	https://github.com/facebook/create-react-app
	https://github.com/codetactical/machine-learning-experiments#convert-models
TensorFlow.js	https://www.tensorflow.org/js
Demo application	http://trekhleb.github.io/machine-learning-experiments/
tfjs-converter	https://github.com/tensorflow/tfjs/tree/master/tfjs-converter
TensorFlow Extended	https://www.tensorflow.org/tfx
Demo App	http://trekhleb.github.io/machine-learning-experiments/
	https://github.com/codetactical/machine-learning-experiments#requirements
issue	https://github.com/tensorflow/tensorflow/issues/33183
	https://github.com/codetactical/machine-learning-experiments#you-might-also-be-interested-in
Homemade Machine Learning	https://github.com/trekhleb/homemade-machine-learning/
NanoNeuron	https://github.com/trekhleb/nano-neuron
Playground and Cheatsheet for Learning Python	https://github.com/trekhleb/learn-python
	https://github.com/codetactical/machine-learning-experiments#articles
Story behind the project	https://github.com/trekhleb/machine-learning-experiments/blob/master/assets/story.en.md
Generating cooking recipes using TensorFlow and LSTM Recurrent Neural Network	https://github.com/trekhleb/machine-learning-experiments/blob/master/assets/recipes_generation.en.md
	https://github.com/codetactical/machine-learning-experiments#supporting-the-project
GitHub	https://github.com/sponsors/trekhleb
Patreon	https://www.patreon.com/trekhleb
trekhleb.dev/machine-learning-experiments/	https://trekhleb.dev/machine-learning-experiments/
Readme	https://github.com/codetactical/machine-learning-experiments#readme-ov-file
MIT license	https://github.com/codetactical/machine-learning-experiments#MIT-1-ov-file
Please reload this page	https://github.com/codetactical/machine-learning-experiments
Activity	https://github.com/codetactical/machine-learning-experiments/activity
0 forks	https://github.com/codetactical/machine-learning-experiments/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcodetactical%2Fmachine-learning-experiments&report=codetactical+%28user%29
Releases	https://github.com/codetactical/machine-learning-experiments/releases
Packages 0	https://github.com/users/codetactical/packages?repo_name=machine-learning-experiments
Please reload this page	https://github.com/codetactical/machine-learning-experiments
Contributors	https://github.com/codetactical/machine-learning-experiments/graphs/contributors
Please reload this page	https://github.com/codetactical/machine-learning-experiments
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Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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