landing init.

Upliftr HTML5

Cohortz & Kohortz - Collaboration Portal

Integration of the Lift project with the Collective Knowledge (CK) framework

A collaborative text-building system

MWE for writing a collaborative paper and pdf online compilation with Travis

ARM's workloads in the universal Collective Knowledge Format with JSON API and JSON meta information to power Workload Automation Framework

Built collaborative filtering from scratch using MovieLens Dataset as part of large scale analytics project

🍀 P2P Distributed Evolutionary Algorithms on Ephemeral Infrastructure for Neural Network Optimization.

Next generation framework for collaborative data science and automated machine learning

Companion paper for DPPy

Research Bridge : A community driven site to facilitate collaborations and discussions amongst ML researchers.

Android application to participate in experiment crowdsourcing (such as workload crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework and open repositories of knowledge:

Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:

Public scenarios to crowdsource experiments (such as DNN crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework across diverse mobile devices provided by volunteers. Results are continuously aggregated at the open repository of knowledge:

Meta information about platforms participating in experiment crowdsourcing using Collective Knowledge Framework (OS,CPU,GPU,GPGPU,NN...):

Collective Knowledge packages to build development versions of compilers (LLVM, GCC, etc) and use them in customizable and portable CK research workflows:

Public results in the Collective Knowledge Format (JSON meta data) from collaborative optimization of computer systems. See live repository:

Collective Knowledge extension to automate Docker "build","run" and "push" functions and packge CK repositories for collaborative and reproducible research:

Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services with JSON API (for example to crowdsource experiments or unify access to DNN). Demos of interactive articles, graphs and crowdsourced experiments: