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Jeffson Miller's Projects

hummingbot icon hummingbot

Hummingbot is open source software that helps you build trading bots that run on any exchange or blockchain

indicatorcalculation icon indicatorcalculation

定义了计算指数相关评价指标的类,包括夏普比、年化收益、卡玛比例、夏普比率、索提诺比率、最大回撤、下行波动率、偏度、斜度等11个指标,并计算出各指数60日的年化上述指标,同时又采用多进程的方法进行了改进。

informer2020 icon informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

jsmpwork icon jsmpwork

kaggle竞赛Jane Street Market Prediction实操代码

kaggle-jane-street icon kaggle-jane-street

Machine learning models to predict realtime financial market data provided by Jane Street

kats icon kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

learn_backtrader icon learn_backtrader

BackTrader中文教程笔记(by:量化投资与机器学习),系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等,彻底掌握量化神器的使用方法。章节:介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……(持续更新中)

lob-feature-analysis icon lob-feature-analysis

HFT Feature engineering of a Limit Order Book. Extraction of features from a LOB in order to analyse the behaviour of trade market.

machine-learning-algorithm icon machine-learning-algorithm

:star2:【Numpy 手写实现】SVM 支持向量机 | KNN K近邻 | Kmeans | Logistic Regression 逻辑回归 | Maximum Entropy 最大熵 | Naive Bayes 朴素贝叶斯 | Perception 感知机 | Decision Tree 决策树 | Random Forest 随机森林 | DBDT | GDA 高斯判别分析 | PCA 主成分分析 | LDA 线性判别分析

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