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adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

afp_public

High frequency market making signal generation in CME futures using Deep Learning

alpa

Auto parallelization for large-scale neural networks

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

arctic

High performance datastore for time series and tick data

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

baselines-a2c

[DEPRECATED] Advantage Actor Critic model in PyTorch inspired by OpenAI baselines TensorFlow implementation

basketarbitrage

Demo App for Orc Liquidator

coursera_reinforcement_learning

Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute

cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

datadriveneng

Following Steve Brunton's book and code

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deeplearning.ai-gans-specialization

A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera

docsify-templete

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finrl

FinRL: Financial Reinforcement Learning. 🔥

jupyter_test

machine-learning-for-trading

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

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.

option_skew_project_public

option_tools

期权隐含波动率/历史波动率

pyalgotrade

Python Algorithmic Trading Library

pykernels

Python library for working with kernel methods in machine learning

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch_sac_ae

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

pywt

PyWavelets - Wavelet Transforms in Python