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benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations for data science and network analysis.

2.4K
Stable
Python
Data Science
Backend Frameworks
#community-detection#network-analysis#graph-clustering

VivekPa/AIAlpha

Predictive stock trading using unsupervised and supervised learning techniques in Python.

1.9K
Archived
Python
Algorithmic Trading
Caching
Python
#stock-trading#quantitative-finance#machine-learning

INESCTEC/yake

A single-document unsupervised keyword extraction tool focused on AI and machine learning use cases.

1.8K
Stable
Jupyter Notebook
Corpus-Independent Keyword Extraction
#ai#keyword-extraction#unsupervised

mrsaeeddev/free-ai-resources

A curated collection of free AI resources including courses, jobs, blogs, and research for developers.

1.8K
Archived
LLM Frameworks
Tutorials & Courses
#artificial-intelligence#machine-learning#deep-learning

artix41/awesome-transfer-learning

A curated list of resources for transfer learning and domain adaptation research and applications.

1.8K
Archived
Transfer Learning
#transfer-learning#domain-adaptation#unsupervised-learning

facebookresearch/deepcluster

Deep Clustering for Unsupervised Learning of Visual Features, a research project from Facebook AI.

1.7K
Archived
Python
Computer Vision
Python
#computer-vision#unsupervised-learning#deep-learning

JustGlowing/minisom

A minimalistic implementation of the Self Organizing Maps (SOM) algorithm for clustering and dimensionality reduction.

1.6K
Active
Python
Clustering
Dimensionality Reduction
Python
#clustering#dimensionality-reduction#unsupervised-learning

facebookresearch/UnsupervisedMT

Unsupervised neural & phrase-based machine translation without parallel data

1.5K
Archived
Python
Inference
LLM Frameworks
PyTorch
#machine-translation#unsupervised-learning#neural-mt

wvangansbeke/Unsupervised-Classification

Unsupervised image classification library using contrastive learning and SCAN algorithm.

1.5K
Archived
Python
Computer Vision
Frontend Frameworks
PyTorch
#clustering#contrastive-learning#image-classification

LirongWu/awesome-graph-self-supervised-learning

A library for self-supervised learning on graphs, providing contrastive, generative, and predictive pretext tasks.

1.4K
Archived
Representation Learning
Graph Databases
#graph-neural-networks#self-supervised-learning#pre-training

Maluuba/nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

1.4K
Archived
Python
NLP
API Frameworks
Python
#nlg#evaluation#metrics

sintel-dev/Orion

A Python library for unsupervised time series anomaly detection, useful for data science and ML applications.

1.3K
Active
Python
Anomaly Detection
Time Series
Python
#anomaly-detection#time-series#unsupervised-learning

facebookresearch/moco-v3

PyTorch implementation of the MoCo v3 unsupervised learning algorithm for feature representation.

1.3K
Archived
Python
LLM Frameworks
CLI Tools
PyTorch
#unsupervised-learning#feature-representation#computer-vision

asheeshcric/awesome-contrastive-self-supervised-learning

A comprehensive list of contrastive self-supervised learning papers for machine learning researchers.

1.3K
Archived
Representation Learning
Tutorials & Courses
#machine-learning#deep-learning#transfer-learning

epfml/sent2vec

A C++ library for unsupervised sentence representation learning, useful for AI-powered coding tools.

1.2K
Archived
C++
LLM Frameworks
#natural-language-processing#machine-learning#text-embeddings

elliottwu/unsup3d

Unsupervised learning of symmetric 3D objects from images, for computer vision and 3D reconstruction.

1.2K
Archived
Python
Computer Vision
3D Reconstruction
PyTorch
#3d-vision#unsupervised-learning#image-processing

HyperGAN/HyperGAN

A composable GAN framework with API and user interface for building generative AI models.

1.2K
Archived
Python
GAN
Computer Vision
PyTorch
#gan#generative-adversarial-network#computer-vision

jaanli/variational-autoencoder

Variational autoencoder implementation in TensorFlow and PyTorch, including inverse autoregressive flow.

1.2K
Archived
Python
Deep Learning
Probabilistic Graphical Models
TensorFlow
#variational-autoencoder#autoregressive-networks#unsupervised-learning

PyRetri/PyRetri

An open-source deep learning based image retrieval toolbox built on PyTorch for AI and ML developers.

1.2K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#deep-learning#image-retrieval#pytorch

LujiaJin/One-Pot_Multi-Frame_Denoising

An open-source implementation of a state-of-the-art unsupervised image denoising algorithm for developers working with computer vision.

1.2K
Archived
Python
Computer Vision
API Frameworks
Python
#image-denoising#unsupervised-learning#computer-vision
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