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mydeeplearning's Projects

adversarialnetspapers

The classical papers and codes about generative adversarial nets

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

ddpg

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

deep-reinforcement-learning-networks

A list of deep neural network architectures for reinforcement learning tasks.

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

deepjazz

Deep learning driven jazz generation using Keras & Theano!

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

dialogstatetracking

Dialog State Tracking using End-to-End Neural Networks

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

personae

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

qsforex

QuantStart Forex Backtesting and Live Trading

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl_trading

An environment to high-frequency trading agents under reinforcement learning

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

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