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Ray tutorials from Anyscale
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
一些关于量化选股/择时的算法
A general backtest system for alpha trading strategy
Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.
Performance analysis of predictive (alpha) stock factors
Stock factor mining with CNN and GRU.
An workflow in factor-based equity trading, including factor analysis and factor modeling. For well-established factor models, I implement APT model, BARRA's risk model and dynamic multi-factor model in this project.
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现
A股订单簿工具,使用逐笔行情进行订单簿重建、千档快照发布、各档委托队列展示等,包括python模型和FPGA HLS实现。
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Limit Orderbook CNN model implementation for ETH-BTC (buy-low-sell-high indicator)
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
Deep Adaptive Input Normalization for Time Series Forecasting
Limit Order Book data analysis and modeling using LSTM network
Deep learning modelling of orderbooks
Deep Learning Book Chinese Translation
OpenDILab Decision AI Engine
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
A walkthrough for representing categorical variables continuously using entity embeddings
An open-source toolkit for entropic time-series analysis.
The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"
my first factor-stock-selecting backtest function
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.