ai-project-collection Goto Github PK

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

btgym

OpenAI Gym environment for Backtrader trading platform

capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

chinese-book

《深度学习：一起玩转TensorLayer》

deap

Distributed Evolutionary Algorithms in Python

deep-neural-networks-healthcare

Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More

deepembeddingmodel_zsl

Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning

dm_control

The DeepMind Control Suite and Control Package

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

dvc

⚡️Data & models versioning for ML projects, make them shareable and reproducible

full-stack-data-science

Full Stack Data Science in Python

ganhacks

starter from "How to Train a GAN?" at NIPS2016

giantmidi-piano

gpt-3

GPT-3: Language Models are Few-Shot Learners

gym-minecraft

Minecraft environment for Open AI Gym, based on Microsoft's Malmo.

hft-orderbook

Limit Order Book for high-frequency trading (HFT), as described by WK Selph, implemented in Python3 and C

machine-learning-for-trading

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

mlalgorithms

Minimal and clean examples of machine learning algorithms

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.

mosquito

Trading Bot with focus on Evolutionary Algorithms and Machine Learning

nnbird

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).

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pyxchange

Limit orderbook and matching engine written in Python and C++, using Twisted, boost::python and boost::multi_index

requests-for-research

A living collection of deep learning problems

rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

snns

Tutorials and implementations for "Self-normalizing networks"

stock_market_reinforcement_learning

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tensorlayer

TensorLayer: Deep Learning and Reinforcement Learning Library for Researchers and Engineers.