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Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
High frequency market making signal generation in CME futures using Deep Learning
Auto parallelization for large-scale neural networks
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
High performance datastore for time series and tick data
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
[DEPRECATED] Advantage Actor Critic model in PyTorch inspired by OpenAI baselines TensorFlow implementation
Demo App for Orc Liquidator
Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute
🔥🔥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~
Following Steve Brunton's book and code
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
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.
PyTorch implementations of deep reinforcement learning algorithms and environments
A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera
强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
FinRL: Financial Reinforcement Learning. 🔥
Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
期权隐含波动率/历史波动率
Python Algorithmic Trading Library
Python library for working with kernel methods in machine learning
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
A Collection of Variational Autoencoders (VAE) in PyTorch.
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
PyWavelets - Wavelet Transforms in Python
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.