awesome-keras

Keras toolkit

A curated collection of Keras-related projects and libraries for deep learning and machine learning

A curated list of awesome Keras projects, libraries and resources

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last commit: about 2 years ago
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Awesome Keras / Core Libraries
keras 62,196 about 1 month ago Deep learning for humans
autokeras 9,172 about 1 month ago AutoML library for deep learning
keras-tuner 2,860 about 2 months ago Hyperparameter tuning for humans
keras-cv 1,013 about 2 months ago Industry-strength Computer Vision workflows with Keras
keras-nlp 818 about 1 month ago Development environment with seamless data transmission from one language to another

Awesome Keras / Frameworks
byteps 3,635 over 1 year ago A high performance and generic framework for distributed DNN training
deep-learning-model-convertor 3,245 over 1 year ago An overview of packages for model conversion between frameworks
deepo 6,322 almost 2 years ago A collection of/framework to create deep learning Docker images
einops 8,574 about 2 months ago A library for flexible and powerful tensor operations to make code more readable and reliable
horovod 14,305 about 1 month ago A distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet
hyperas 2,179 about 2 years ago Keras + Hyperopt: A simple wrapper for hyperparameter optimization
keras-rl 5,530 over 1 year ago Deep reinforcement learning for Keras
MMdnn 5,802 8 months ago A cross-framework tool to convert, visualize and diagnose deep learning models
ncnn 20,655 about 1 month ago A high-performance neural network framework optimized for mobile platforms
onnx 18,098 about 1 month ago An open standard for machine learning interoperability
wandb 9,270 about 1 month ago A tool for visualizing and tracking your machine learning experiments

Awesome Keras / Network Visualisation
keras-sequential-ascii 127 almost 6 years ago An ASCII summary for simple sequential models in Keras
keras-vis 2,985 almost 3 years ago A neural network visualization toolkit for keras
netron 28,684 about 1 month ago A visualizer for neural network, deep learning and machine learning models
tensorspace 5,077 about 2 years ago A 3D visualization framework for neural networks
TtDoVAoNN 4,525 12 months ago A list of tools to design or visualize architecture of neural networks
visualkeras 590 about 2 months ago A Python package to help visualize Keras neural network architectures

Awesome Keras / Examples/Notebooks
ASRT_SpeechRecognition 7,901 4 months ago A deep learning-Based Chinese speech recognition system
D2L.ai 24,218 5 months ago An interactive deep learning book with multi-framework code, math, and discussions
data-science-ipython-notebooks 27,601 10 months ago A collection of data science notebooks (dedicated )
deepjazz 2,876 over 5 years ago Deep learning-driven jazz music generation using Keras and Theano
donkeycar 3,184 4 months ago Open source hardware and software platform to build a small scale self driving car
image-super-resolution 4,674 10 months ago A implementation to scale images using residual dense and adversarial networks
imgclsmob 2,984 4 months ago A sandbox for training convolutional neuronal networks
keras-attention-mechanism 2,803 about 1 year ago A many-to-one attention mechanism implementation in Keras
Keras-GAN 9,194 about 2 years ago A Keras implementation of Generative Adversarial Networks
Mask_RCNN 24,770 8 months ago An implementation of Mask R-CNN for object detection and segmentation on Keras and TensorFlow
satellite-image-deep-learning 8,804 about 2 months ago A collection of resources relating to deep learning with satellite & aerial imagery
Screenshot-to-code 16,446 5 months ago A neural network that transforms a design mock-up into a static website
sketch-code 5,128 10 months ago A Keras model to generate HTML code from hand-drawn website mockups
spektral 2,372 12 months ago Graph Neural Networks with Keras and Tensorflow
textgenrnn 4,944 over 2 years ago A library that allows simple training of text-generating neural networks with a few lines of code
unet 4,623 9 months ago An implementation of U-Net using Keras

Awesome Keras / Documentation
cheatsheets-ai 15,137 about 5 years ago A collection of deep learning/ML cheat sheets for ( )

Awesome Keras / Community Resources
keras GitHub - Search:
keras GitHub - Topics: , ,
Keras Gitter Chatroom Gitter -
kandi Kits Topic Discover popular Keras libraries, top authors, trending project kits, discussions, tutorials & learning resources
Keras users mailing list Mailing Lists -
Keras PyPI - is the PyPI Keras project
keras Stack Overflow - Tags:

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