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opinion_extraction

Opinion Extraction from Customer Reviews

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

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pg2dm-python

photon-ml

A scalable machine learning library on Apache Spark

practical_dl

DL course co-developed by HSE, YSDA and Skoltech

practical_rl

A course in reinforcement learning in the wild

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyldavis

Python library for interactive topic model visualization. Port of the R LDAvis package.

pyresparser

A simple resume parser used for extracting information from resumes

python

All Algorithms implemented in Python

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.

python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

python-core

python-guide

Python best practices guidebook, written for humans.

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-programming-exercises

100+ Python challenging programming exercises

python-small-examples

Python有趣的小例子、小Demo一网打尽。Python基础、Web开发、数据科学、机器学习、TensorFlow、Pytorch，一切都是简单易懂的小例子。

python-twitter-examples

Examples of using Python for Twitter social data mining, using the python-twitter-tools framework.

python_interview_question

关于python的面试题

r4ds

R for data science: a book

real-world-masked-face-dataset

Real-World Masked Face Dataset，口罩人脸数据集

resume-parser

Analyze, score and rank a collection of PDF resumes using machine learning

resumeparser

A framework to parse resumes, extract contact & other information, and check for required terms

scattertext

Beautiful visualizations of how language differs among document types.

seaborn

Statistical data visualization using matplotlib

sf-dat-21

Course materials for General Assembly's Data Science course in San Francisco (2/25/16 - 5/3/16)

sf-dat-21-students

Sandbox for General Assembly's Data Science course in San Francisco (2/25/16 - 5/3/16)

shap

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

skillsextractorcognitivesearch

Azure Search Cognitive Skill to extract technical and business skills from text