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deep_learning_examples

Examples of using deep learning in Bioinformatics

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

dgl-lifesci

Python package for graph neural networks in chemistry and biology

dl4moleculargraph

Literature of deep learning for graphs in Chemistry and Biology

dl_ai_nlp_in_chemistry

Deep Learning, AI, and NLP in Chemistry

dlwpn

翻译down

dragonn

A toolkit to learn how to model and interpret regulatory sequence data using deep learning.

drl

Deep Reinforcement Learning

drugai

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

eat_tensorflow2_in_30_days的个人尝试

effectivetensorflow

TensorFlow tutorials and best practices.

einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

elemnet

Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction

examples

TensorFlow examples

flaml

A fast and lightweight AutoML library.

g-schnet

G-SchNet - a generative model for 3d molecular structures

gan

Tooling for GANs in TensorFlow

gans-for-genomics

Research into the viability of leveraging deep learning to successfully generate synthetic biological samples and identify predictive genetic variants.

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

gitskills

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

goproxy

🔥 Proxy is a high performance HTTP(S) proxies, SOCKS5 proxies,WEBSOCKET, TCP, UDP proxy server implemented by golang. Now, it supports chain-style proxies,nat forwarding in different lan,TCP/UDP port forwarding, SSH forwarding.Proxy是golang实现的高性能http,https,websocket,tcp,socks5代理服务器,支持内网穿透,链式代理,通讯加密,智能HTTP,SOCKS5代理,黑白名单,限速,限流量,限连接数,跨平台,KCP支持,认证API。

graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

hands-on-ml-2e-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南第二版

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.