andi228's repositories
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
awesome-public-datasets
A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
Best-websites-a-programmer-should-visit
:link: Some useful websites for programmers.
blockchain-demo
A web-based demonstration of blockchain concepts.
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
CS224n-NLP-with-Deep-Learning
2017 | progress report and assignments | Lecture videos are online now | TensorFLow deep learning course added
DataSciencePython
common data analysis and machine learning tasks using python
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
machine-learning-notes
This contains my machine learning notes in latex form
machine_learning_examples
A collection of machine learning examples and tutorials.
Math-of-Machine-Learning-Course-by-Siraj
Implements common machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.
nlp-basics
Demo of embedding words and documents into vector space
opinion-mining
Aspect-based opinion mining on Yelp reviews
pydata-sf-2016-arima-tutorial
PyData San Francisco 2016 - ARIMA Tutorial
pyspark-tutorial
PySpark-Tutorial provides basic algorithms using PySpark
Python-Social-Media-Analytics
Python Social Media Analytics, published by Packt
python_notebook
BA 501 Python + Stats (minnie)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
spark-py-notebooks
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
text-mining
Unstructured Data Analysis (Graduate) @Korea University
The-Art-Of-Programming-By-July
本项目曾冲到全球第一，干货集锦见本页面最底部，另完整精致的纸质版《编程之法：面试和算法心得》已在京东/当当上销售
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"