bin-miao Goto Github PK

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bin-miao's Projects

atap

Code for Applied Text Analysis with Python

conda

OS-agnostic, system-level binary package manager and ecosystem

econtools

Econometrics and data manipulation functions.

example-code

Example code for the book Fluent Python

handson-ml

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

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-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

linearmodels

Linear models including instrumental variable estimators and panel data models

patsy

Describing statistical models in Python using symbolic formulas

py-xbrl

Parser for parsing XBRL documents

python-se

Examples for computing regression standard errors in Python with statsmodels

saspy

A Python interface module to the SAS System. It works with Linux, Windows, and mainframe SAS. It supports the sas_kernel project (a Jupyter Notebook kernel for SAS) or can be used on its own.