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Name: Mike
Type: User
Name: Mike
Type: User
100-Days-Of-ML-Code中文版
High Frequency Trading
A flexible framework for active LP strategy simulations that use the full Uniswap v3 swap history
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
algorithm trading backtest and optimization examples
因子构建、单因子测试
Basic Structure of Alpha Strategy
Machine learning workflow for use with the Gryphon Framework based on Tensorflow
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market.
**的Quant相关资源索引
Quant/Algorithm trading resources with an emphasis on Machine Learning
An internship project: Implement Barra model to take risk or style factor attribution based on multi-factor model.
Barra-Multiple-factor-risk-model
Software designed to identify and monitor social/historical cues for short term stock movement
Contrarian & Small Market Capital Quantitative Trading Strategy Research on Chinese A-Shares.
GF Work Strategy
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.
This code illustrates the use of genetic programming to evolve financial trading strategies for a single equity stock. Individuals (strategies) are considered as functions of historical price data, outputting a position allocation. Strategy fitness evaluation is computed by simulating the strategy over historical financial data. Because financial investment requires a fundamental tradeoff between risk and return, strategies are evaluated on multi-objective fitness functions depending on profit and maximum drawdown of the strategy and ranging from very risk-prone to very risk-averse. The population of individual strategies is evolved using tournament selection, single-point crossover, and random mutation as evolutionary operators. Strategies with the best fitness at any stage in the evolutionary process are recorded in a ‘hall-of-fame’. At the end of the evolutionary process, strategies in the ‘hall-of-fame’ are evaluated over a set of test data and selected based on a train-test criterion which penalizes strategies that do not generalize well.
Example Order Book Imbalance Algorithm
factorset: 提供**A股市场因子集合,包含各类常用及特异因子计算方法,持续更新中。提供轻量级因子计算框架,高可扩展。持续更新中。
Powerful, proven, and extensible framework for building trading strategies at any frequency, with a focus on crypto currencies. Battle-tested with billions traded.
沪深300指数纯因子组合构建
聚宽单因子分析工具
A skeleton for creating a neuro-evolution reinforcement learning trading bot with a Keras neural network.
利用python进行财务分析
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
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.