yoong's starred repositories
awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
scrapy-redis
Redis-based components for Scrapy.
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
DataSciencePython
common data analysis and machine learning tasks using python
awesome-public-datasets
A topic-centric list of HQ open datasets.
scrapy-examples
Multifarious Scrapy examples. Spiders for alexa / amazon / douban / douyu / github / linkedin etc.
kaggle-titanic
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
LeetCodePractice
Ruby solution for leetcode problems