cabin-w / MLBeginnerHubLinks
包含线性回归、逻辑回归、决策树、随机森林、支持向量机与神经网络识别手写数字等机器学习基本模型的python实现,数据,以及详细的中文注释 "Python implementations of introductory machine learning models, including linear regression, logistic regression, decision tree, random forest, support vector machine, along with datasets and detailed comments in Chinese
☆12Updated 2 years ago
Alternatives and similar repositories for MLBeginnerHub
Users that are interested in MLBeginnerHub are comparing it to the libraries listed below
Sorting:
- Code and Data for Harold's Quant Channel Factor Training Series 哈罗德的量化频道 --- 因子实战系列全部 数据+代码文件☆84Updated 2 months ago
- Try to replicate the result from Size and Value in China☆13Updated 2 years ago
- 华泰金工研究报告☆230Updated 2 years ago
- 本项目为深度学习在多因子量化选股中的一种实践☆110Updated 6 years ago
- 《机器学习》(西瓜书)代码实战☆935Updated 9 months ago
- ☆223Updated 4 years ago
- 基于机器学习方法构建多因子选股模型:RandomForest, GBDT, Adaboots, xgboost,MLP, Linear Model, LSTM☆232Updated 5 years ago
- 中国人民大学财政金融学院“金融计量与量化策略分析”课程与“量化投资交易策略分析与系统设计”课程。☆257Updated last year
- ☆196Updated 2 years ago
- 本项目为量化开源课程,可以帮助人们快速掌握量化金融知识以及使用Python进行量化开发的能力。☆1,993Updated 3 weeks ago
- 因子回测框架☆141Updated 2 years ago
- 入门资料整理:1.多因子股票量化框架开源教程 2.学界和业界的经典资料收录 3.AI + 金融的相关工作,包括LLM, Agent, benchmark(evaluation), etc.☆1,133Updated last week
- 我的多因子模型、量化投资沙盒☆188Updated 2 years ago
- 使用Python复现Black-Litterman模型。Black-Litterman模型创造性地采用贝叶斯方法 将投资者对预期收益的主观看法与资产的市场均衡收益相结合,有效地解决了Markowitz均值-方差模型中投资者难以准确估计各个投资品种预期收益率、以及其权重对预期收…☆152Updated 5 years ago
- ☆59Updated 2 years ago
- 多因子指数增强策略/多因子全流程实现☆367Updated last year
- 武汉大学金融科技研讨班☆375Updated last week
- 该项目用于对沪深300股票的预测,包括股票下载,数据清洗,LSTM 模型的训练,测试,以及实时预测☆428Updated 4 years ago
- ☆31Updated 2 years ago
- FamaFrench(1992)论文复现;FamaFrench三因子模型;python☆44Updated 5 years ago
- convertible bond pricing project based on Monte Carlo simulation☆18Updated 2 years ago
- alpha101, alpha191, alphalens, backtrader, 量化研究☆464Updated 2 years ago
- pytorch实现用LSTM做股票价格预测☆301Updated 5 years ago
- 基于机器学习的发债主体违约风险预测☆21Updated 2 years ago
- ☆572Updated 3 years ago
- 我的量化交易学习实践代码☆260Updated 5 years ago
- 📚《统计学习方法-李航: 笔记》 200页PDF,公式细节讲解🎉☆492Updated 6 months ago
- 金融大数据量化分析☆274Updated 2 years ago
- 专注于分享Python在金融领域的应用,欢迎关注微信公众号: Python金融量化 (id:tkfy920)☆442Updated 4 years ago
- 在A股(股票)市场上训练强化学习交易智能体☆335Updated last year