Stars
提供同花顺客户端/miniqmt/雪球的股票量化交易，支持跟踪 joinquant /ricequant 模拟交易 和 实盘雪球组合
Implementing 'Deep Risk Model: A Deep Learning Solution for Mining Latent Risk Factors to Improve Covariance Matrix Estimation' based on Pytorch.
cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，标注平台，自动化标注，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持R…
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
A Quantitative Trading Strategy Generation and Backtesting Framework
Portfolio optimization and back-testing.
The first feature selection method based on reinforcement learning - Python library available on pip for a fast deployment
pseudocode and algorithms for the paper "Alpha$^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning"
A deep reinforcement learning framework for generating formulaic alpha factors for quantitative investment, powered by GFlowNet, implemented in Python&PyTorch.
Code for Machine Learning for Algorithmic Trading, 2nd edition.
[WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"
Papers about training data quality management for ML models.
Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, IJCAI, ACL, EMNLP.
MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batteries
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
Automatic extraction of relevant features from time series:
OpenFE: automated feature generation with expert-level performance
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Learning Generalized Spoof Cues for FaceAnti-spoofing reimplementation in pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。