Built a practical Multi-Factor Backtesting Framework from scratch based on Huatai Security's(One of China's largest sell side) financial engineering report. Steps include factor data collection and preprocessing, factor combination, portfolio optimization and risk return analysis.
☆79Oct 11, 2022Updated 3 years ago
Alternatives and similar repositories for MultiFactor
Users that are interested in MultiFactor are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 多因子选股框架☆27Dec 9, 2020Updated 5 years ago
- High Frequency Trading Strategy☆12Dec 20, 2018Updated 7 years ago
- my first factor-stock-selecting backtest function☆22Aug 15, 2020Updated 5 years ago
- Apply machine learning algorithms in the financial market. Ensemble Model, including XGBoost, LightGBM, CNN, ResNet and LSTM.☆11Jun 5, 2022Updated 4 years ago
- High frequency factors based on order and trade data.☆75Dec 16, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Alpha mining with DEAP-based genetic programming.☆11Jul 7, 2023Updated 3 years ago
- BackTrader多因子回测框架 (Multi-factors backtesting framework for BackTrader)☆127Nov 30, 2021Updated 4 years ago
- 因子回测框架☆146Jul 9, 2023Updated 3 years ago
- Quool, a quantum financial tool, supporting native file data access, database access, crawler data access, and backtest together with ana…☆14Apr 4, 2026Updated 3 months ago
- Use total, upper, down, relative volatility factors to find Alpha. Implement whole trading process & back-test with visualization.☆13May 30, 2021Updated 5 years ago
- 致力于多因子,AI策略,可盈利模型的研究☆12Apr 14, 2023Updated 3 years ago
- Code for paper "Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions"☆17Jan 13, 2022Updated 4 years ago
- This is an internship project aiming to make Attribution Analysis for general equity funds in China market☆13Jul 19, 2018Updated 8 years ago
- High frequency prediction of Chinese stock returns. Orderbook data generation. High frequency factors construction.☆19Mar 10, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Alpha研究平台☆21Sep 6, 2021Updated 4 years ago
- Barra Multifactor Model☆166Mar 18, 2020Updated 6 years ago
- ☆14Feb 25, 2020Updated 6 years ago
- 基于聚宽平台,探索分钟级的高频交易☆35Jun 18, 2020Updated 6 years ago
- Limit Order Book for high-frequency trading (HFT) strategies using data science approaches☆24Dec 12, 2021Updated 4 years ago
- verify OrderBook Tick Data Trading Strategy on futures.☆17Mar 21, 2019Updated 7 years ago
- ☆20Feb 17, 2021Updated 5 years ago
- ☆12Jul 19, 2020Updated 6 years ago
- Develop about 200 alpha factors from securities report etc, Grid Search/Random Search/Particle Swarm Optimization to improve factors perf…☆23Jul 29, 2018Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Vpin caculation and backtesting☆14Aug 16, 2019Updated 6 years ago
- ☆15Aug 21, 2021Updated 4 years ago
- 沪深300指数增强模型☆91Sep 3, 2019Updated 6 years ago
- OCET, torch, transformers, DeepLOB,limit-order-books☆10Dec 6, 2022Updated 3 years ago
- 【Framework】A Multi Factor Strategy based on XGboost, its my homework project in Tsinghua, the Introduction to Quantitative Finance, 2019 …☆19Dec 17, 2022Updated 3 years ago
- 量化FOF框架☆13Mar 8, 2019Updated 7 years ago
- 基于机器学习的多因子研究框架☆14Jun 22, 2020Updated 6 years ago
- Replication of "Taming the Factor Zoo: A Test of New Factors (Feng, Giglio, and Xiu, 2020, JF)"☆10Mar 4, 2024Updated 2 years ago
- Modelling for price change forecast using High-frequency Trading limit order book dynamics using ML algorithms☆26Mar 10, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Factor Risk Parity Portfolio Construction algorithm. Built during my Master's. final project. Backtested on the S&P500.☆11Sep 18, 2022Updated 3 years ago
- 改写了gplearn源码,原有的gplearn会把数据转为numpy,丢失了datetime和stockcode的原始信息。很难做截面的因子ic、ir分析,所以改动了相应的源码,使之可以做因子的截面ic分析。另外增加了时序函数和并行化框架ray的支持。☆23Mar 20, 2024Updated 2 years ago
- ☆157Updated this week
- 数据转存工具☆22Updated this week
- High Frequency Trading Self Study Manual, 高频交易自学指南☆19Feb 11, 2025Updated last year
- jaqs-fxdayu:股票多因子策略研究和分析框架jaqs拓展包☆125May 8, 2019Updated 7 years ago
- High Frequency Analysis Based On Level-2 Data(Limit Order Book& Transaction Data)☆122May 20, 2024Updated 2 years ago