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snorkel-team/snorkel

A powerful system for quickly generating high-quality training data with weak supervision for AI/ML projects.

5.9K
Archived
Python
LLM Frameworks
Data Pipelines
Python
#data-augmentation#weak-supervision#machine-learning

rasbt/mlxtend

A Python library of extension and helper modules for data analysis and machine learning.

5.1K
Active
Python
ML Ops
Databases
Python
#machine-learning#data-science#data-mining

facebookresearch/moco

PyTorch implementation of the MoCo self-supervised learning framework for computer vision tasks.

5.1K
Active
Python
Computer Vision
ML Ops
PyTorch
#self-supervised-learning#computer-vision#mlops

argilla-io/argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

4.9K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#active-learning#annotation-tool#human-in-the-loop

hashicorp/consul-template

Consul-template is a tool for template rendering, notifying, and supervising Consul and Vault data

4.8K
Active
Go
API Frameworks
Containerization
#consul#vault#template-rendering

nianticlabs/monodepth2

This repository provides a PyTorch implementation for monocular depth estimation from a single image.

4.5K
Archived
Jupyter Notebook
Computer Vision
Depth Estimation
PyTorch
#computer-vision#depth-estimation#neural-network

google-research/simclr

A self-supervised learning framework for computer vision tasks with a focus on contrastive learning.

4.5K
Archived
Jupyter Notebook
Computer Vision
Contrastive Learning
Jupyter Notebook
#computer-vision#contrastive-learning#representation-learning

brightmart/albert_zh

A pre-trained ALBERT model for self-supervised learning of Chinese language representations.

4.0K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#albert#bert#chinese-nlp

thuml/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

3.9K
Archived
Python
Transfer Learning
Domain Adaptation
Python
#transfer-learning#domain-adaptation#out-of-distribution-generalization

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

lightly-ai/lightly

A Python library for self-supervised learning on images, with a focus on computer vision and AI-powered tooling.

3.7K
Stable
Python
Computer Vision
Self-Supervised Learning
PyTorch
#computer-vision#contrastive-learning#deep-learning

ZhaoJ9014/face.evoLVe

A high-performance face recognition library for developers built on PaddlePaddle and PyTorch.

3.6K
Experimental
Python
Computer Vision
Machine Learning
PyTorch
#face-recognition#computer-vision#deep-learning

facebookresearch/jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

3.6K
Experimental
Python
LLM Frameworks
Computer Vision
PyTorch
#machine-learning#computer-vision#self-supervised-learning

HobbitLong/SupContrast

PyTorch implementation of Supervised Contrastive Learning for AI-powered development tools

3.4K
Archived
Python
LLM Frameworks
Authentication
React
#contrastive learning#supervised learning#pytorch

facebookresearch/ijepa

The I-JEPA codebase provides a self-supervised learning architecture for joint image-text embedding.

3.3K
Archived
Python
Computer Vision
LLM Frameworks
PyTorch
#computer-vision#self-supervised-learning#image-text-embedding

mljar/mljar-supervised

An AutoML Python package for tabular data with feature engineering, hyperparameter tuning, and automatic documentation.

3.2K
Experimental
Python
ML Ops
Databases
Python
#automated-machine-learning#automl#tabular-data

facebookresearch/MUSE

A library for training multilingual word embeddings, useful for NLP tasks across languages.

3.2K
Archived
Python
LLM Frameworks
Vector Databases
Python
#nlp#embeddings#multilingual

facebookresearch/vjepa2

PyTorch code and models for VJEPA2 self-supervised learning from video.

3.1K
Stable
Python
Computer Vision
LLM Frameworks
PyTorch
#computer-vision#self-supervised-learning#video-processing

InternLM/InternLM-XComposer

A comprehensive multimodal system for long-term streaming video and audio interactions using large language models.

2.9K
Experimental
Python
LLM Frameworks
Computer Vision
PyTorch
#chatgpt#gpt-4#multimodal

bastion-rs/bastion

Bastion is a highly available, fault-tolerant, distributed runtime written in Rust for building scalable, concurrent applications.

2.9K
Archived
Rust
API Frameworks
CLI Tools
#rust#actor-model#distributed-systems
1345

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