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A game theoretic approach to explain the output of any machine learning model.

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

PRML algorithms implemented in Python

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

A better notebook for Scala (and more)

A library for debugging/inspecting machine learning classifiers and explaining their predictions

适合初级到中级晋升者，有了体系之后就看熟练度了。

Dask tutorial

🎨 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

Re-implementation of TensorFlow in pure python, with an emphasis on code understandability

猫狗大战

A collection of all my datasets

一个微型的正则表达式引擎 | A micro regular expression engine

Wrapper around Google APIs to create charts in Google Slides with python

Tutorial session from PyData Washington DC, Fri 7 October 2016

Render 3D animations as a series of text files.

China Biographical Database project(CBDB) put the data.csv here for synchronizing CBDB data in biog_ref

My project assignments for the Data Engineer Nanodegree course in Udacity material from

Jupyter Notebooks for PySpark Workshop using NYC Taxi Trip data