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A minimalist environment for decision-making in autonomous driving
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.
Natural Language Processing Tutorial for Deep Learning Researchers
Code for the paper "Emergent Complexity via Multi-agent Competition"
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
A Platform for Many-Agent Reinforcement Learning
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Tra…
The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.
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🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks
Playing Wechat Jump Game with End-to-End Convolutional Neural Networks
Automatic Speech Recognition using Tensorflow
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus.
Deep Recurrent Neural Networks for Source Separation
Recurrent Neural Network - A curated list of resources dedicated to RNN
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
A general-purpose encoder-decoder framework for Tensorflow
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow