pat1952 Goto Github PK

bitcoin-trader-rl

A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

connect4

Solving board games like Connect4 using Deep Reinforcement Learning

deeptrade

A LSTM model using Risk Estimation loss function for stock trades in market

dqn-ddpg_stock_trading

Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.

gym-trading

Environment for reinforcement-learning algorithmic trading models

helloworld

Trial

kerasrl-openai-atari-spaceinvadersv0

A notebook walking through how to use Keras RL to solve Atari environments.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

models

Models and examples built with TensorFlow

orbit

Open source collection of Reinforcement Learning Environments.

pettingzoo

Gym for multi-agent reinforcement learning

reinforcement-learning

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

siraj

sirajscodingchallenges

Code for Siraj Raval's Coding Challenges!

sl-quant

Companion code for the "Self Learning Quant" blog post

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

toucan

youtube-code-repository

Repository for most of the code from my YouTube channel