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books

一些常见的书籍pdf或者视频

datascience

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dynamic-factor-model

Python code for dynamic facctor model. (Preliminary and in progress)

dynamic_factor_models

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

jqfactor_analyzer

聚宽单因子分析工具

learn-algorithmic-trading

Learn Algorithmic Trading, Published by Packt

learn_data_science

Repository of demos, resources and tutorials on DataScience and Machine Learning.

machine_learning_resources

:fish::fish::fish: 机器学习面试复习资源

machinelearning

Machine learning algorithms implemented by pure numpy

miceforest

Multiple Imputation with LightGBM in Python

midas_pro

Python version of Mixed Data Sampling (MIDAS) regression (allow for multivariate MIDAS) :golf:

midaspy

Mixed Data Sampling (MIDAS) Modeling in Python

midaspy-1

Python version of Mixed Data Sampling (MIDAS) regression

midaspy-2

Python package for missing-data imputation with deep learning

mplfinance

Financial Markets Data Visualization using Matplotlib

numpy-ml

Machine learning, in numpy

pcmci

This repository holds a simple script allowing the PCMCI causal discovery approach to be applied to CSV timeseries data files.

python-financial-investment-strategy

作者：张君颖，个人项目作品展：https://lotbear.com

python_quant

python与量化投资样例代码

quant-trading

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD

quantsplaybook

量化研究-券商金工研报复现

scikit-learn

scikit-learn: machine learning in Python

superset

Apache Superset is a Data Visualization and Data Exploration Platform

tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at