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Representation Learning Python Packages

Python packages with the GitHub topic representation-learning. Sorted by relevance, with stars and monthly downloads.
s3prl
s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

17K 3K 532
unum-cloud
uform

Pocket-Sized Multimodal AI for Content Understanding and Generation

4K 1K 79
johnpaparrizos
grailts

"GRAIL: Efficient Time-Series Representation Learning"

3K 40 40
skblaz
autobotlib

An autoML for explainable text classification.

3K 11 4
OML-Team
open-metric-learning

OML is a PyTorch-based framework to train and validate the models producing high-quality embeddings.

2K 989 77
cpohagwu
crosslearn

Reusable representation extractors for reinforcement learning across vectors, images, and Chronos-backed time-series windows.

2K 2 0
AIM-Harvard
foundation-cancer-image-biomarker

[Nature Machine Intelligence 2024] Code and evaluation repository for the paper

2K 132 18
earthspecies
avex

A comprehensive Python-based system for training, evaluating, and analyzing audio representation learning models with support for both supervised and self-supervised learning paradigms

2K 32 2
quadbio
cellmapper

k-NN-based mapping of cells across representations to transfer labels, embeddings, and expression values.

1K 13 4
Accenture
ampligraph

A Python library for relational learning on knowledge graphs.

1K 2K 254
nmichlo
disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

1K 134 18
Sujit-O
pykg2vec

Python library for knowledge graph embedding and representation learning.

1K 619 113
cybergis
rs-embed

Unified ROI->embedding interface for remote sensing foundation models.

883 112 13
arturoornelasb
reptimeline

Track how discrete representations evolve during neural network training — lifecycle events, phase transitions, ontology discovery, and causal verification

846 0 0
pyt-team
topoembedx

Representation Learning on Topological Domains

837 95 14
Hyper3Labs
hyper-models

A model zoo for non-Euclidean embedding models (hyperbolic, spherical, product manifolds)

833 3 0
microsoft
deberta

The implementation of DeBERTa

745 2K 239
code-kern-ai
embedders

High-level API for creating sentence and token embeddings

714 21 2
liugangcode
torch-molecule

torch-molecule is a deep learning package for molecular discovery, designed with an sklearn-style interface for property prediction, inverse design and representation learning.

691 319 39
eora-ai
torchok

Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤

685 55 6
wuji3
doraemon-torch

A powerful baseline for image classification, face recognition and image retrieval with Pytorch

623 705 82
IvanoLauriola
mklpy

A package for Multiple Kernel Learning in Python

605 132 45
filipbasara0
simple-clip

A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch

567 45 8
filipbasara0
relic-pytorch

Simple self-supervised contrastive based on based on the ReLIC method

559 12 5
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