Deep learning topic
Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.
MemTorch
A Simulation Framework for Memristive Deep Learning Systems
word2vec-win32
A word2vec port for Windows.
mcr2
Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)
OpenCompoundDomainAdaptation-OCDA
Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)
OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
tensorflow_deep_learning_models
TensorFlow implementations of several deep learning models (e.g. variational autoencoder, RNN, ...)
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Deep-Learning-Tricks
Enumerate diverse machine learning training tricks.
DeepQA
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot