Python

Why Python? Для каких задач подходит Python?

Basics of Python

Python для начинающих

Задачи по Python для начинающих

Операторы Python

Python for Econometrics

Descriptive Statistics using Python

Linear Regression in Python; class statsmodels.regression.linear_model.OLS

Regression statistics

Python for Stata users

Python Examples

Анонимная функция lambda

* и **

Переменные в Python

Cheat Sheets

if __name__ == "__main__"

Help

Python Data Science Handbook

Introduction to Python for Econometrics

Python Functions

Линейные модели: простая регрессия

Wald test

RDD

RDD example

Time Series Forecasts using Prophet

Multiple Comparisons

Time Series

PyFlux

Time series & other Posts

Working with Time Series

Pandas Lead/Lag function

Quandl

Models for Panel Data

Spatial Analysis (pysal)

Machine Learning

PyTorch

Stargazer

pandas-profiling

Visualizing Regression Coefficients

The Python graph gallery

Leaflet maps

Statistical visualization (Altair)

Web Scraping

Text to speech

Datasets

COVID-19 data

Graph classification benchmark

Matplotlib, external packages

plotly.express

Memory management

Excel Spreadsheets (openpyxl)

Агрегирование

Remove missing values

30-seconds-of-python

Packages

python -m pip

Astropy Project