hotrockend's Stars
py-why/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
py-why/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.
uber/causalml
Uplift modeling and causal inference with machine learning algorithms
dibgerge/ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
GaryBikini/ChinaAdminDivisonSHP
**行政区划矢量图，ESRI Shapefile格式，共四级：国家、省/直辖市、市、区/县。关键字：**行政区划图；**地图；**行政区；**行政区地图；行政区地图；行政区；行政区划；地图；矢量数据；矢量地理数据；省级；直辖市；市级；区/县级；行政区划图。
ml-tooling/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
probml/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Dod-o/Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
firmai/business-machine-learning
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
santosjorge/cufflinks
Productivity Tools for Plotly + Pandas
TomAugspurger/effective-pandas
Source code for my collection of articles on using pandas.
firmai/python-business-analytics
Python solutions to solve practical business problems.
jpmorganchase/python-training
Python training for business analysts and traders
lux-org/lux
Automatically visualize your pandas dataframe via a single print! 📊 💡
pydata/pandas-datareader
Extract data from a wide range of Internet sources into a pandas DataFrame.
ranaroussi/yfinance
Download market data from Yahoo! Finance's API
datawhalechina/joyful-pandas
pandas中文教程
jvns/pandas-cookbook
Recipes for using Python's pandas library
guipsamora/pandas_exercises
Practice your pandas skills!
pandas-dev/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more