luxiaolei

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

awesome_time_series_in_python

This curated list contains python packages for time series analysis

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

Deep-Trading

Algorithmic trading with deep learning experiments

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

DeepRL-Agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

DI-sheep

羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)

dlib

A toolkit for making real world machine learning and data analysis applications in C++

face_recognition

The world's simplest facial recognition api for Python and the command line

facenet

Face recognition using Tensorflow

Forex-DQN

Simple version of auto forex trader build upon the concept of DQN

ForexPred

Inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

keras-faster-rcnn

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

market_predictor_cnn

Softwares tools to predict market movements using convolutional neural networks.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

mixture_model_trading_public

mlfinlab

MlFinlab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

NightGuard

Mange night positions

PGPortfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

PyEMD

Python implementation of Empirical Mode Decompoisition (EMD) method

research_public

Quantitative research and educational materials

rl_trading

An environment to high-frequency trading agents under reinforcement learning

SNNs

Tutorials and implementations for "Self-normalizing networks"

toyrnn

Trading-Gym

Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.

unreal

Reinforcement learning with unsupervised auxiliary tasks