ML TOKYO: IDEATHON

Hi all!

Our ideathon is coming up! Here are some resources that we can use for our brainstorming-session on October 7:

 

CHEATSHEETS

Python for Data Science
Pandas
NumPy
Scikit-Learn
Keras

 

OPEN DATA

Kaggle
Open ML (19629 datasets)
日本のオープンデータ (Japanese open data)
Data.world (US)
UCI Machine Learning Repository (394 datasets, classics in ML)

 

API, libraries and stuff

List of public APIs 

Natural Language Processing
NLTK (good for pre-processing), NLTK’s Japanese morphological analyzer MeCab, SpaCy (industrial strength for English, German and French), Gensim (topic modeling), …

Get text data:
Twitter: Twitter API and tweepy
Web Scraping: Beautiful Soup

Computer Vision
OpenCV (Image processing, object detection, face detection, face recognition, …)

Quandl (open data: finance, stock prices, demographics, housing, …)

 

 

 

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