tensortrade
Trading Agent Framework
A framework for building and deploying robust trading agents using reinforcement learning
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
5k stars
243 watching
1k forks
Language: Python
last commit: 6 months ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
tensorforce/tensorforce | A modular and flexible framework for applied reinforcement learning using TensorFlow | 3,297 |
tensorflow/agents | A library for implementing and deploying reinforcement learning algorithms using TensorFlow. | 2,805 |
miroblog/tf_deep_rl_trader | A trading agent implemented using reinforcement learning and deep neural networks to make optimal stock market trades. | 241 |
google-deepmind/trfl | Provides building blocks for Reinforcement Learning agents using TensorFlow | 3,134 |
tensorlayer/tensorlayer | A deep learning and reinforcement learning library that provides an extensive collection of customizable neural layers to build advanced AI models quickly. | 7,335 |
devsisters/dqn-tensorflow | An implementation of a deep reinforcement learning algorithm for human-level control in game environments using TensorFlow. | 2,480 |
tensorpack/tensorpack | A high-performance neural network training interface for TensorFlow that focuses on speed and flexibility. | 6,303 |
nvidia/tensorrt | A high-performance deep learning inference platform on NVIDIA GPUs | 10,833 |
stefan-jansen/machine-learning-for-trading | Provides software tools and examples to implement machine learning strategies for trading and portfolio management | 13,400 |
google-parfait/tensorflow-federated | An open-source framework for training machine learning models across decentralized data | 2,322 |
kkuette/tradzqai | An environment and framework for training reinforcement learning agents to make trading decisions on cryptocurrency markets. | 165 |
binroot/tensorflow-book | A comprehensive resource for learning machine learning using TensorFlow. | 4,453 |
rlcode/reinforcement-learning | A collection of clean and minimal examples for various reinforcement learning algorithms | 3,376 |
tensorflow/probability | A collection of probabilistic reasoning and statistical analysis tools integrated with deep learning frameworks | 4,269 |
lefnire/tforce_btc_trader | A Bitcoin trading bot that uses reinforcement learning to automate buy/sell decisions based on historical price data. | 820 |