Study notes on 『集合知プログラミング』(Programming Collective Intelligence)

the order of incapacity

Messenger BOT for helping refugees with key information in Serbia.

A user-based collaborative filtering system built from scratch to generate rating predictions for a Netflix like dataset.

A dashboard for exploring and summarizing an online forum with ethnographic coding

Restoring faith in social collaboration : web development for Work Monkey Labs

Core Python Programming and Designing Learning Algorithms from toby segaran's book for Building Smart Web Applications using machine learning Algorithms

A deployable web platform for collaborative conversation, ideation & sense-making. Use it for free at

集合知プログラミングをjsで書き直す

(A reboot of) a Pinax-based platform for crowd-sourced collaborative corpus linguistics

Tutorials on collective intelligence

It's a sample model which takes a list of RSS feed list and parse it to find most frequent words with count.

Content based movie recommender with web application via Heroku.

Code, design, and experiments related to the SFI-CI High Dimensional Evolution Project.

Collective sorting algorithms based on the article "Dynamics of collective sorting Robot-like ants & Ant-like robots"

Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:

Knowledge Commons research group's repository

Globe Thoughts / RealTalk / SoQuest is a social insight tool for individuals that allows the community to reflect upon itself as a whole, enabling group cohension, understanding, as well as endless possibilities for individual and community wellbeing.

Analytics tool that applies Natural Language Processing (NLP) and Machine Learning (ML), such as concept extraction, idea classification, and sentiment analysis to make sense of crowdsourced civic input.