dan's repositories
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
aave-flashloan-mix
A Brownie mix containing all you need to get started with developing flash loans
asynchronous_impala_PPO
Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
FinRL
A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥
Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
hindsight-experience-replay
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Hindsight-Experience-Replay-1
Implementation of HindSight Experience Replay paper with Pytorch
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
never-give-up
PyTorch implementation of Never Give Up: Learning Directed Exploration Strategies
phasic-policy-gradient
An implementation of Phasic Policy Gradient, a proposed improvement of Proximal Policy Gradients, in Pytorch
phasic_policy_gradient
Deep Reinforcement Learning by using Phasic Policy Gradient in Pytorch & Tensorflow
pytorch-r2d2
PyTorch implementation of R2D2 (Recurrent Reply Distributed DQN)
rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
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_course_materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
RL-Forex-trader-LSTM
Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader
rl_algorithms
Structural implementation of RL key algorithms
rnn-classifier
Minimal RNN classifier with self-attention in Pytorch
RNN-RL
Experiments with reinforcement learning and recurrent neural networks
serum-dex
Project Serum Rust Monorepo
spinningup
An educational resource to help anyone learn deep reinforcement learning.
tf_deep_rl_trader
Trading Environment(OpenAI Gym) + PPO(TensorForce)
Tutorials
Ipython notebooks for math and finance tutorials