Popular GitHub Repositories for Collective

Collective communications library with various primitives for multi-machine training.

Collective Knowledge (CK), Collective Mind (CM) and Common Metadata eXchange (CMX): community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf.

SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.

Ultra and Unified CCL

scikit-fusion: Data fusion via collective latent factor models

Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):

Distributed training (multi-node) of a Transformer model

Slax Reader goes beyond saving content—it helps you learn. Save web pages, highlight, discuss, and use AI to clarify concepts. Follow creators and explore shared bookmarks for collective insights.

The implementation of AAAI-17 paper "Collective Deep Quantization of Efficient Cross-modal Retrieval"

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:

[ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network

Official implementation of E(n)-equivariant Graph Neural Cellular Automata

RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomous vehicles.

Python implementation of Collective Matrix Factorization

CGW Repo: A comprehensive toolkit for helping in the creation and optimization of Custom GPTs (Generative Pre-trained Transformers) with openAi's builder, designed to guide users through the process of tailoring AI models for specific tasks. Features include step-by-step instructions, troubleshooting tips, and frameworks for evaluating GPT quality.

Real-time, collaborative knowledge graph platform for structured thinking, scientific discourse, and collective intelligence.

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

A revolutionary Mental Operating System that unlocks your innate genius and peak mental performance through powerful cognitive patterns and principles, transforming how you live, think, learn, solve complex problems, and even how you interact with AI. Discover extraordinary problem-solving abilities and generate breakthrough insights. ?

? SwarmAgent: A framework for simulating social group dynamics using multi-agent collaboration, aiding insights into collective behaviors and decision-making.

Agent based model framework to simulate (1) collective foraging with visual private and social cues and (2) purely vision-based flocking