1.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+2,455 stars
from 65,563 · score 7.81
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
53 repositories by Attention Score · May 9, 2026 – Nov 4, 2026 (UTC)
2.xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
- esrgan
- pytorch
- real-esrgan
- super-resolution
- image-restoration
- denoise
- +2 more
+2,370 stars
from 34,995 · score 7.77
3.Dao-AILab / flash-attention
Fast and memory-efficient exact attention
+1,729 stars
from 23,516 · score 7.46
4.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
- inference
- gpu
- machine-learning
- deep-learning
- cloud
- datacenter
- +1 more
+529 stars
from 10,599 · score 6.27
5.pytorch / vision
Datasets, Transforms and Models specific to Computer Vision
+404 stars
from 17,582 · score 6.00
6.online-ml / river
🌊 Online machine learning in Python
- incremental-learning
- machine-learning
- python
- online-learning
- online-statistics
- data-science
- +6 more
+358 stars
from 5,783 · score 5.88
7.MouseLand / cellpose
a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
- segmentation
- cell-segmentation
- cell-biology
+250 stars
from 2,176 · score 5.53
8.Shawn-Shan / fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
- privacy-protection
- privacy-enhancing-technologies
- face-recognition
- adversarial-machine-learning
+133 stars
from 5,488 · score 4.90
9.Xilinx / finn
Dataflow compiler for QNN inference on FPGAs
- dataflow
- quantization
- fpga
- compiler
- neural-network
+105 stars
from 983 · score 4.66
10.salesforce / LAVISArchived
LAVIS - A One-stop Library for Language-Vision Intelligence
- deep-learning
- deep-learning-library
- image-captioning
- salesforce
- vision-and-language
- vision-framework
- +5 more
+103 stars
from 11,153 · score 4.64
11.automl / auto-sklearn
Automated Machine Learning with scikit-learn
- automl
- scikit-learn
- automated-machine-learning
- hyperparameter-optimization
- hyperparameter-tuning
- hyperparameter-search
- +4 more
+97 stars
from 8,052 · score 4.58
12.alteryx / featuretools
An open source python library for automated feature engineering
- feature-engineering
- machine-learning
- data-science
- automated-machine-learning
- automl
- python
- +2 more
+92 stars
from 7,603 · score 4.53
13.stardist / stardist
StarDist - Object Detection with Star-convex Shapes
- bioimage-analysis
- cell-segmentation
- nuclei-segmentation
- object-detection
- deep-learning
- python
+92 stars
from 1,197 · score 4.53
14.Uberi / speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
+80 stars
from 8,920 · score 4.39
15.Vision-CAIR / MiniGPT-4
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
+79 stars
from 25,489 · score 4.38
16.feature-engine / feature_engine
Feature engineering and selection open-source Python library compatible with sklearn.
- machine-learning
- data-science
- python
- scikit-learn
- feature-engineering
- feature-selection
- +1 more
+74 stars
from 2,221 · score 4.32
17.NicolasHug / Surprise
A Python scikit for building and analyzing recommender systems
+71 stars
from 6,753 · score 4.28
18.X-DataInitiative / tick
Module for statistical learning, with a particular emphasis on time-dependent modelling
- machine-learning
- python
- point-process
- optimization
- modelling
- statistics
+69 stars
from 544 · score 4.25
19.trevorstephens / gplearn
Genetic Programming in Python, with a scikit-learn inspired API
- genetic-programming
- machine-learning
- python
- scikit-learn
- symbolic-regression
+68 stars
from 1,829 · score 4.23
20.magic-research / magic-animate
[CVPR 2024] Official repository for "MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model"
+65 stars
from 10,822 · score 4.19
21.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+63 stars
from 4,736 · score 4.16
22.skorch-dev / skorch
A scikit-learn compatible neural network library that wraps PyTorch
+39 stars
from 6,146 · score 3.69
23.facebookresearch / ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
+37 stars
from 3,689 · score 3.64
24.clips / pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
- python
- machine-learning
- natural-language-processing
- web-mining
- wordnet
- sentiment-analysis
- +1 more
+35 stars
from 8,821 · score 3.58
25.royerlab / ultrack
Cell tracking and segmentation software
- cell-segmentation
- cell-tracking
- cell-tracking-challenge
- gurobi
+35 stars
from 175 · score 3.58
26.cjlin1 / libsvm
LIBSVM -- A Library for Support Vector Machines
+28 stars
from 4,688 · score 3.37
27.shogun-toolbox / shogun
Shōgun
- machine-learning
- data-science
- artificial-intelligence
- swig
- c-plus-plus
- cmake
+27 stars
from 3,057 · score 3.33
28.eyalroz / cuda-api-wrappers
Thin, unified, C++-flavored wrappers for the CUDA APIs
+23 stars
from 883 · score 3.18
29.apple / turicreateArchived
Turi Create simplifies the development of custom machine learning models.
+22 stars
from 11,131 · score 3.14
30.sktime / skpro
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
- python
- sklearn
- data-science
- framework
- prediction
- machine-learning
- +12 more
+21 stars
from 317 · score 3.09
31.kexinhuang12345 / MolTrans
MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)
+21 stars
from 230 · score 3.09
32.scikit-learn-contrib / boruta_py
Python implementations of the Boruta all-relevant feature selection method.
+20 stars
from 1,615 · score 3.04
33.VIDA-NYU / tile2net
Automated mapping of pedestrian networks from aerial imagery tiles
+19 stars
from 215 · score 3.00
34.scikit-optimize / scikit-optimizeArchived
Sequential model-based optimization with a `scipy.optimize` interface
- bayesopt
- optimization
- scientific-computing
- machine-learning
- hyperparameter
- bayesian-optimization
- +9 more
+18 stars
from 2,813 · score 2.94
35.yoshoku / rumale
Rumale is a machine learning library in Ruby
- ruby
- machine-learning
- data-science
- data-analysis
- artificial-intelligence
- rubyml
- +1 more
+18 stars
from 902 · score 2.94
36.mir-dataset-loaders / mirdata
Python library for working with Music Information Retrieval datasets
+15 stars
from 404 · score 2.77
37.NVIDIA / waveglow
A Flow-based Generative Network for Speech Synthesis
+11 stars
from 2,328 · score 2.48
38.SchmollerLab / Cell_ACDC
A Python GUI-based framework for segmentation, tracking and cell cycle annotations of microscopy data
+11 stars
from 194 · score 2.48
39.azukds / tubular
Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.
- feature-engineering
- transformers
- pre-processing
- data-science
- data-transformation
- machine-learning
- +5 more
+11 stars
from 98 · score 2.48
40.songlab-cal / tape
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
- deep-learning
- protein-sequences
- protein-structure
- semi-supervised-learning
- benchmark
- language-modeling
- +2 more
+10 stars
from 736 · score 2.40
41.NVIDIA / DIGITSArchived
Deep Learning GPU Training System
- deep-learning
- machine-learning
- gpu
- caffe
- torch
+8 stars
from 4,166 · score 2.20
42.pytorch / textArchived
Models, data loaders and abstractions for language processing, powered by PyTorch
- nlp
- data-loader
- deep-learning
- pytorch
- dataset
- models
+7 stars
from 3,547 · score 2.08
+7 stars
from 944 · score 2.08
44.ucbdrive / 3d-vehicle-tracking
Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019)
- 3d-tracking
- 3d-estimation
- monocular-3d-detection
- monocular-vehicle-tracking
- iccv2019
+7 stars
from 681 · score 2.08
45.edwardzhou130 / PolarSeg
Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)
+6 stars
from 416 · score 1.95
46.jkk-research / urban_road_filter
Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗
- road-segmentation
- lidar
- point-cloud
- ros
- filter
- lidar-filter
- +8 more
+6 stars
from 353 · score 1.95
47.aphp / edsnlp
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
- nlp
- medical
- text-mining
- clinical-data-warehouse
- french
- spacy
- +5 more
+4 stars
from 163 · score 1.61
48.theislab / ncem
Learning cell communication from spatial graphs of cells
- tensorflow
- gnn
- glm
- cvae
- encoder-decoder-model
- scanpy
- +3 more
+4 stars
from 117 · score 1.61
49.nok / sklearn-porter
Transpile trained scikit-learn estimators and transformers to C, C#, Go, Java, JavaScript, PHP and Ruby.
+3 stars
from 1,300 · score 1.39
50.evermeer / PassportScanner
Scan the MRZ code of a passport and extract the firstname, lastname, passport number, nationality, date of birth, expiration date and personal numer.
- mrz
- passport
- scanner
- ocr
+3 stars
from 469 · score 1.39
51.nitishsrivastava / deepnet
Implementation of some deep learning algorithms.
+2 stars
from 894 · score 1.10
52.Borda / pyImSegmArchived
Image segmentation - general superpixel segmentation & center detection & region growing
- image-processing
- image-segmentation
- object-detection
- region-growing
- superpixels
- image-annotation
- +12 more
+2 stars
from 376 · score 1.10
53.blender-nlp / MolT5
Associated Repository for "Translation between Molecules and Natural Language"
+2 stars
from 193 · score 1.10