Collective Knowledge (CK) is an educational community project to learn how to run AI, ML and other emerging workloads in the most efficient and cost-effective way across diverse models, data sets, software and hardware using MLCommons CM (Collective Mind workflow automation framework)

ForML - A development framework and MLOps platform for the lifecycle management of data science projects

Three tools to deal with Fortran code: fixed to free source form converter, upper- to lowercase converter, formatter for variable declarations

Linter that finds portability issues in Python package distributions (wheels, sdists, conda packages).

A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:

A library simplifying the collection and interpretation of P3 data.

The PNU project: a learning exercise to reimplement UNIX command-line tools in Python, forming a portable utilities collection

This repository shows an example of how to use the ONNX standard to interoperate between different frameworks. In this example, we train a model with PyTorch and make predictions with Tensorflow, ONNX Runtime, and Caffe2.

The index of reproduced papers with reusable research components and unified workflows in the Collective Knowledge format

CM interface and automation recipes to make it easier to run and reproduce experiments from research projects across diverse and continuously changing models, data sets, software and hardware

Exploiting NVIDIA TX2 Resources for Human Identification with Smart Insoles and OpenPose.

Python tool for automatically wrapping a multi-module Python library into a single portable module file.

DEPRECATED. This project is an open-source software that helps you store your health data

Manage R files more easily

Fix broken virtual environments

Common utility functions for the PNU project

A encryption cmdline solution for all the .envs in projects