Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
Top 0.4% on pypi.org
Top 0.4% downloads on pypi.org
Top 0.4% dependent packages on pypi.org
Top 0.4% dependent repos on pypi.org
Top 0.2% forks on pypi.org
Top 0.8% docker downloads on pypi.org
Top 0.4% downloads on pypi.org
Top 0.4% dependent packages on pypi.org
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pypi.org : lightning
The Deep Learning framework to train, deploy, and ship AI products Lightning fast.
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purl: pkg:pypi/lightning
Keywords: deep learning, pytorch, AI, ai, artificial-intelligence, data-science, deep-learning, machine-learning, python
License: Apache-2.0
Latest release: over 1 year ago
First release: almost 2 years ago
Dependent packages: 251
Dependent repositories: 903
Downloads: 937,241 last month
Stars: 27,047 on GitHub
Forks: 3,262 on GitHub
Docker dependents: 42
Docker downloads: 1,472,601
Total Commits: 9931
Committers: 937
Average commits per author: 10.599
Development Distribution Score (DDS): 0.879
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Last synced: 3 days ago
Top 4.0% on pypi.org
183 versions - Latest release: 18 days ago - 2 dependent packages - 5 dependent repositories - 13.5 thousand downloads last month - 8,388 stars on GitHub - 1 maintainer
so-vits-svc-fork 4.2.6 ๐ฐ
A fork of so-vits-svc.183 versions - Latest release: 18 days ago - 2 dependent packages - 5 dependent repositories - 13.5 thousand downloads last month - 8,388 stars on GitHub - 1 maintainer
sonusai 0.16.1
Framework for building deep neural network models for sound, speech, and voice AI141 versions - Latest release: 18 days ago - 5 dependent packages - 1 dependent repositories - 599 downloads last month - 2 maintainers
napatrackmater 5.2.3 ๐ฐ
Import Trackmate XML files for Track Visualization and analysis in Napari.284 versions - Latest release: 19 days ago - 2 dependent packages - 1 dependent repositories - 2.71 thousand downloads last month - 16 stars on GitHub - 1 maintainer
pvnet 3.0.38 ๐ฐ
PVNet121 versions - Latest release: 19 days ago - 1 dependent package - 1 dependent repositories - 2.05 thousand downloads last month - 10 stars on GitHub - 1 maintainer
wah 0.1.54
a library so simple you will learn Within An Hour72 versions - Latest release: 19 days ago - 2.64 thousand downloads last month - 1 stars on GitHub - 1 maintainer
synapse-selector 0.2.13
Small internal package for post-selection of Glutmate/Calcium signal responses.76 versions - Latest release: 20 days ago - 524 downloads last month - 0 stars on GitHub - 1 maintainer
osc-llm 0.1.5
ๅคงๆจกๅ่ฎญ็ป,่ฏไผฐ,ๆจ็,้จ็ฝฒๅทฅๅ ท6 versions - Latest release: 20 days ago - 684 downloads last month - 1 stars on GitHub - 1 maintainer
molpipeline 0.8.1
Integration of rdkit functionality into sklearn pipelines.3 versions - Latest release: 21 days ago - 193 downloads last month - 62 stars on GitHub - 1 maintainer
zensvi 0.12.0
This package handles downloading, cleaning, analyzing street view imagery in a one-stop and zen m...90 versions - Latest release: 21 days ago - 1.9 thousand downloads last month - 88 stars on GitHub - 1 maintainer
zoobot 2.0.1
Galaxy morphology classifiers10 versions - Latest release: 22 days ago - 1 dependent repositories - 188 downloads last month - 63 stars on GitHub - 1 maintainer
casanovo 4.2.0
De novo mass spectrometry peptide sequencing with a transformer model9 versions - Latest release: 22 days ago - 307 downloads last month - 84 stars on GitHub - 2 maintainers
configilm 0.5.1
A state-of-the-art tool for Python developers seeking to rapidly and iteratively develop vision a...14 versions - Latest release: 22 days ago - 111 downloads last month - 32 stars on GitHub - 1 maintainer
kapoorlabs-lightning 5.3.6 ๐ฐ
Lightning modules for KapoorLabs specific projects21 versions - Latest release: 23 days ago - 1 dependent package - 1.22 thousand downloads last month - 1 stars on GitHub - 1 maintainer
openelm-pytorch 0.1.0 ๐ฐ
openelm-pytorch2 versions - Latest release: 23 days ago - 279 downloads last month - 1,544 stars on GitHub - 1 maintainer
vak 1.0.0
A neural network framework for researchers studying acoustic communication42 versions - Latest release: 25 days ago - 1 dependent package - 1 dependent repositories - 808 downloads last month - 67 stars on GitHub - 1 maintainer
pina-mathlab 0.1.1
Physic Informed Neural networks for Advance modeling.11 versions - Latest release: 25 days ago - 1 dependent repositories - 262 downloads last month - 276 stars on GitHub - 1 maintainer
sonusai-torchl 0.1.0
PyTorch Lightning model tools for SonusAI2 versions - Latest release: 25 days ago - 229 downloads last month - 1 maintainer
Top 3.2% on pypi.org
95 versions - Latest release: 27 days ago - 6 dependent packages - 24 dependent repositories - 4.38 thousand downloads last month - 656 stars on GitHub - 2 maintainers
kraken 5.2.4
OCR/HTR engine for all the languages95 versions - Latest release: 27 days ago - 6 dependent packages - 24 dependent repositories - 4.38 thousand downloads last month - 656 stars on GitHub - 2 maintainers
cyto-dl 0.1.7
Collection of representation learning models, techniques, callbacks, utils, used to create latent...9 versions - Latest release: 27 days ago - 1 dependent package - 907 downloads last month - 5 stars on GitHub - 1 maintainer
litgpt 0.3.1
Hackable implementation of state-of-the-art open-source LLMs7 versions - Latest release: 28 days ago - 1 dependent package - 8.9 thousand downloads last month - 6,784 stars on GitHub - 3 maintainers
Top 1.5% on pypi.org
13 versions - Latest release: 28 days ago - 24 dependent packages - 70 dependent repositories - 212 thousand downloads last month - 5,154 stars on GitHub - 1 maintainer
pyannote.audio 3.2.0 ๐ฐ
Neural building blocks for speaker diarization13 versions - Latest release: 28 days ago - 24 dependent packages - 70 dependent repositories - 212 thousand downloads last month - 5,154 stars on GitHub - 1 maintainer
contextualized-ml 0.2.8
A statistical machine learning toolbox for estimating models, distributions, and functions with s...10 versions - Latest release: 29 days ago - 164 downloads last month - 59 stars on GitHub - 1 maintainer
litdata 0.2.6
The Deep Learning framework to train, deploy, and ship AI products Lightning fast.13 versions - Latest release: 29 days ago - 2 dependent packages - 7.9 thousand downloads last month - 202 stars on GitHub - 2 maintainers
nlhappy 2024.5.7
่ช็ถ่ฏญ่จๅค็(NLP)25 versions - Latest release: 29 days ago - 1 dependent repositories - 187 downloads last month - 3,643 stars on GitHub - 1 maintainer
multilearn 0.0.4
Multi-task learning with Pytorch.7 versions - Latest release: 29 days ago - 511 downloads last month - 1 stars on GitHub - 1 maintainer
Top 8.2% on pypi.org
699 versions - Latest release: 30 days ago - 4 dependent packages - 4 dependent repositories - 4.5 thousand downloads last month - 29 stars on GitHub - 1 maintainer
vollseg 32.2.2 ๐ฐ
Segmentation tool for biological cells of irregular size and shape in 3D and 2D.699 versions - Latest release: 30 days ago - 4 dependent packages - 4 dependent repositories - 4.5 thousand downloads last month - 29 stars on GitHub - 1 maintainer
biodem 0.6.0
Dual-extraction method for phenotypic prediction and functional gene mining of complex traits.2 versions - Latest release: about 1 month ago - 16 downloads last month - 2 stars on GitHub - 1 maintainer
microvault 0.2.32
Microvault - RL for Navigation6 versions - Latest release: about 1 month ago - 21 downloads last month - 0 stars on GitHub - 1 maintainer
finetuning-scheduler 2.2.4
A PyTorch Lightning extension that enhances model experimentation with flexible fine-tuning sched...35 versions - Latest release: about 1 month ago - 1.12 thousand downloads last month - 56 stars on GitHub - 1 maintainer
hnn-utils 0.3.5
Various utilities used throughout my research37 versions - Latest release: about 1 month ago - 611 downloads last month - 1 stars on GitHub - 1 maintainer
itwinai 0.0.1
AI and ML workflows module for scientific digital twins.2 versions - Latest release: about 1 month ago - 173 downloads last month - 8 stars on GitHub - 1 maintainer
pytorch-eo 2024.5.3
Deep Learning for Earth Observation19 versions - Latest release: about 1 month ago - 1 dependent repositories - 92 downloads last month - 41 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
21 versions - Latest release: about 1 month ago - 2 dependent repositories - 507 downloads last month - 274 stars on GitHub - 3 maintainers
rl4co 0.4.0
RL4CO: a Unified Reinforcement Learning for Combinatorial Optimization Library21 versions - Latest release: about 1 month ago - 2 dependent repositories - 507 downloads last month - 274 stars on GitHub - 3 maintainers
lightning-habana 1.5.0
Lightning support for Intel Habana accelerators19 versions - Latest release: about 1 month ago - 1 dependent repositories - 44.4 thousand downloads last month - 20 stars on GitHub - 1 maintainer
graph-attention-student 0.16.1
MEGAN: Multi Explanation Graph Attention Network17 versions - Latest release: about 1 month ago - 1 dependent package - 182 downloads last month - 1 maintainer
nbdevauto 0.0.119
automating nbdev52 versions - Latest release: about 1 month ago - 218 downloads last month - 1 maintainer
remote-sensing-processor 0.2.2
RSP is a tool for geospatial raster data processing4 versions - Latest release: about 1 month ago - 1 dependent repositories - 32 downloads last month - 3 stars on GitHub - 1 maintainer
packmetric 0.1
PackMetric2 versions - Latest release: about 1 month ago - 59 downloads last month - 0 stars on GitHub - 1 maintainer
optima-ml 0.3.3a3
Distributed hyperparameter optimization and input variable selection for artificial neural networks.14 versions - Latest release: about 1 month ago - 362 downloads last month - 1,971 stars on GitHub - 1 maintainer
fastprop 1.0.1
Fast Molecular Property Prediction with mordredcommunity9 versions - Latest release: about 1 month ago - 223 downloads last month - 7 stars on GitHub - 1 maintainer
Top 0.4% on pypi.org
137 versions - Latest release: about 1 month ago - 64 dependent packages - 2,806 dependent repositories - 360 thousand downloads last month - 25,711 stars on GitHub - 2 maintainers
fastai 2.7.15
fastai simplifies training fast and accurate neural nets using modern best practices137 versions - Latest release: about 1 month ago - 64 dependent packages - 2,806 dependent repositories - 360 thousand downloads last month - 25,711 stars on GitHub - 2 maintainers
physicsml 0.2.4
A package for all physics based/related models14 versions - Latest release: about 1 month ago - 270 downloads last month - 35 stars on GitHub - 1 maintainer
gentab 0.1.2
A synthetic tabular data generation library.3 versions - Latest release: about 1 month ago - 132 downloads last month - 2 stars on GitHub - 1 maintainer
hypatorch 0.2.12
HypaTorch: A library for abstract and visual model configuration15 versions - Latest release: about 1 month ago - 123 downloads last month - 3 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
110 versions - Latest release: about 1 month ago - 9 dependent packages - 238 dependent repositories - 1.01 million downloads last month - 153 stars on GitHub - 3 maintainers
dvclive 3.46.0
Experiments logger for ML projects.110 versions - Latest release: about 1 month ago - 9 dependent packages - 238 dependent repositories - 1.01 million downloads last month - 153 stars on GitHub - 3 maintainers
Top 3.7% on pypi.org
18 versions - Latest release: about 1 month ago - 2 dependent packages - 7 dependent repositories - 18 thousand downloads last month - 1,520 stars on GitHub - 3 maintainers
chemprop 2.0.0
Molecular Property Prediction with Message Passing Neural Networks18 versions - Latest release: about 1 month ago - 2 dependent packages - 7 dependent repositories - 18 thousand downloads last month - 1,520 stars on GitHub - 3 maintainers
litserve 0.1.0
Lightweight AI server.4 versions - Latest release: about 1 month ago - 1 dependent package - 20.8 thousand downloads last month - 51 stars on GitHub - 2 maintainers
tensorneko 0.3.14
Tensor Neural Engine Kompanion. An util library based on PyTorch and PyTorch Lightning.84 versions - Latest release: about 1 month ago - 1 dependent repositories - 993 downloads last month - 13 stars on GitHub - 1 maintainer
dogma-data 0.2.11
Data processing for Dogma12 versions - Latest release: about 1 month ago - 692 downloads last month - 1 maintainer
whos-there 0.2.0
The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends8 versions - Latest release: about 1 month ago - 1 dependent repositories - 260 downloads last month - 73 stars on GitHub - 1 maintainer
sheeprl 0.5.5
High-quality, single file and distributed implementation of Deep Reinforcement Learning algorithm...13 versions - Latest release: about 1 month ago - 1 dependent package - 209 downloads last month - 240 stars on GitHub - 2 maintainers
deep-training 0.3.0
an easy training architecture165 versions - Latest release: about 1 month ago - 1 dependent package - 301 downloads last month - 146 stars on GitHub - 1 maintainer
spotpython 0.14.17
spotpython - Sequential Parameter Optimization in Python246 versions - Latest release: about 1 month ago - 1 dependent package - 6.71 thousand downloads last month - 4 stars on GitHub - 1 maintainer
spotgui 0.5.7
spotgui - GUI for the Sequential Parameter Optimization in Python57 versions - Latest release: about 1 month ago - 1.48 thousand downloads last month - 3 stars on GitHub - 1 maintainer
lightning-template 1.12.1
A template wrapper for pytorch-lightning.103 versions - Latest release: about 2 months ago - 1 dependent package - 2 dependent repositories - 1.01 thousand downloads last month - 5 stars on GitHub - 1 maintainer
morpheus-spatial 0.5.0
5 versions - Latest release: about 2 months ago - 141 downloads last month - 1 maintainerutrc 0.0.13
util torch13 versions - Latest release: about 2 months ago - 1 dependent package - 123 downloads last month - 1 maintainer
Top 8.6% on pypi.org
177 versions - Latest release: about 2 months ago - 3 dependent repositories - 2.21 thousand downloads last month - 180 stars on GitHub - 1 maintainer
cca-zoo 2.6.0
Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and...177 versions - Latest release: about 2 months ago - 3 dependent repositories - 2.21 thousand downloads last month - 180 stars on GitHub - 1 maintainer
spotriver 0.3.4
spotriver - Sequential Parameter Optimization Interface to River115 versions - Latest release: about 2 months ago - 1 dependent package - 794 downloads last month - 36,717 stars on GitHub - 1 maintainer
torchsurv 0.1.2
Survival analysis made easy with pytorch2 versions - Latest release: about 2 months ago - 172 downloads last month - 6 stars on GitHub - 2 maintainers
hscitorchutil 0.1.64
HSCI research group utilities for pytorch (lightning)19 versions - Latest release: about 2 months ago - 258 downloads last month - 0 stars on GitHub - 1 maintainer
spine-segmentation 0.3.2
Anatomical labeling of the spine in small field-of-view MRI scans20 versions - Latest release: about 2 months ago - 299 downloads last month - 1 maintainer
m18k 1.0
Mushroom RGB-D image dataset for object detection and instance segmentation1 version - Latest release: about 2 months ago - 186 downloads last month - 1 maintainer
neuroviskit 0.0.1
NeuroVisKit1 version - Latest release: about 2 months ago - 52 downloads last month - 1 maintainer
lightning-pose 1.3.1
Semi-supervised pose estimation using pytorch lightning11 versions - Latest release: about 2 months ago - 1 dependent repositories - 67 downloads last month - 210 stars on GitHub - 2 maintainers
Top 4.0% on pypi.org
678 versions - Latest release: about 2 months ago - 4 dependent repositories - 68 thousand downloads last month - 7,185 stars on GitHub - 1 maintainer
autogluon.timeseries 1.1.0
Fast and Accurate ML in 3 Lines of Code678 versions - Latest release: about 2 months ago - 4 dependent repositories - 68 thousand downloads last month - 7,185 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
685 versions - Latest release: about 2 months ago - 3 dependent packages - 15 dependent repositories - 75.1 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
autogluon.multimodal 1.1.0
Fast and Accurate ML in 3 Lines of Code685 versions - Latest release: about 2 months ago - 3 dependent packages - 15 dependent repositories - 75.1 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
dataquality 2.1.1
The Official Python Client for Galileo302 versions - Latest release: about 2 months ago - 1 dependent repositories - 2.84 thousand downloads last month - 17 stars on GitHub - 1 maintainer
pvnet-summation 0.1.4
Package for training summation model for PVNet13 versions - Latest release: about 2 months ago - 238 downloads last month - 16 stars on GitHub - 1 maintainer
svc-toolkit 1.1.0
A self-contained singing voice conversion application using the so-vits-svc architecture, with De...13 versions - Latest release: about 2 months ago - 250 downloads last month - 1 stars on GitHub - 1 maintainer
minirl 0.0.2
minirl - RL for Robot2 versions - Latest release: about 2 months ago - 268 downloads last month - 1 maintainer
Top 9.3% on pypi.org
67 versions - Latest release: about 2 months ago - 3 dependent repositories - 925 downloads last month - 1 stars on GitLab.com - 1 maintainer
jammy 0.1.42
A Versatile ToolBox67 versions - Latest release: about 2 months ago - 3 dependent repositories - 925 downloads last month - 1 stars on GitLab.com - 1 maintainer
hydronaut 2024.2 ๐ฐ
A framework for exploring the depths of hyperparameter space with Hydra and MLflow.21 versions - Latest release: about 2 months ago - 2 dependent packages - 207 downloads last month - 416 stars on GitHub - 1 maintainer
pyrelational 1.0.2
Python tool box for quickly implementing active learning strategies7 versions - Latest release: about 2 months ago - 1 dependent repositories - 68 downloads last month - 146 stars on GitHub - 1 maintainer
s3torchconnector 1.2.3
S3 connector integration for PyTorch11 versions - Latest release: about 2 months ago - 6.67 thousand downloads last month - 83 stars on GitHub - 1 maintainer
modlee 0.0.1.post18
modlee package14 versions - Latest release: about 2 months ago - 1.52 thousand downloads last month - 4 stars on GitHub - 1 maintainer
neuromancer 1.5.0
Neural Modules with Adaptive Nonlinear Constraints and Efficient Regularization3 versions - Latest release: about 2 months ago - 1 dependent repositories - 800 downloads last month - 773 stars on GitHub - 1 maintainer
birm-nm-foo 1.5.0
Neural Modules with Adaptive Nonlinear Constraints and Efficient Regularization1 version - Latest release: about 2 months ago - 13 downloads last month - 773 stars on GitHub - 1 maintainer
transmaf 0.1.4
Probabilistic Time Series Modeling using Trans-MAF model.1 version - Latest release: about 2 months ago - 15 downloads last month - 1 stars on GitHub - 1 maintainer
gailbot 0.0.2a6
GailBot API20 versions - Latest release: about 2 months ago - 1 dependent repositories - 215 downloads last month - 2 maintainers
efold 0.1.2
A library to build our DMS signal and RNAstructure prediction models.3 versions - Latest release: about 2 months ago - 59 downloads last month - 0 stars on GitHub - 1 maintainer
spbnet 0.0.2
spbnet2 versions - Latest release: about 2 months ago - 116 downloads last month - 0 stars on GitHub - 1 maintainer
dlk 0.1.0
dlk: Deep Learning Kit19 versions - Latest release: 2 months ago - 1 dependent repositories - 183 downloads last month - 30 stars on GitHub - 1 maintainer
multi-emotion 0.1.15
detect multiple emotions in a sentence including [anger, anticipation, disgust, fear, joy, love, ...6 versions - Latest release: 2 months ago - 28 downloads last month - 3 stars on GitHub - 1 maintainer
geniml 0.3.0
Genomic interval toolkit3 versions - Latest release: 2 months ago - 3 dependent packages - 388 downloads last month - 2 maintainers
birdset 0.1.1
BirdSet: A multi-task benchmark and data pipeline for deep learning based avian bioacoustics2 versions - Latest release: 2 months ago - 60 downloads last month - 159 stars on GitHub - 1 maintainer
art-training 1.0.0
ART - Actually Robust Training framework - a framework that teaches good practices when training ...4 versions - Latest release: 2 months ago - 124 downloads last month - 25 stars on GitHub - 1 maintainer
voice-conversion-toolkit 1.0.0 removed
A self-contained singing voice conversion toolkit.1 version - Latest release: 2 months ago - 1 maintainer
scdataloader 0.0.4
a dataloader for single cell data in lamindb3 versions - Latest release: 2 months ago - 32 downloads last month - 9 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
62 versions - Latest release: 2 months ago - 386 dependent packages - 2,141 dependent repositories - 2.47 million downloads last month - 9,797 stars on GitHub - 7 maintainers
optuna 3.6.1 ๐ฐ
A hyperparameter optimization framework62 versions - Latest release: 2 months ago - 386 dependent packages - 2,141 dependent repositories - 2.47 million downloads last month - 9,797 stars on GitHub - 7 maintainers
cpa-tools 0.8.7
Compositional Perturbation Autoencoder (CPA)34 versions - Latest release: 2 months ago - 1 dependent repositories - 265 downloads last month - 76 stars on GitHub - 2 maintainers
kooplearn 1.1.3
A package to learn Koopman operators49 versions - Latest release: 2 months ago - 2 dependent repositories - 445 downloads last month - 33 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
23 versions - Latest release: 2 months ago - 3 dependent packages - 3 dependent repositories - 15.9 thousand downloads last month - 3,281 stars on GitHub - 3 maintainers
anomalib 1.0.1
anomalib - Anomaly Detection Library23 versions - Latest release: 2 months ago - 3 dependent packages - 3 dependent repositories - 15.9 thousand downloads last month - 3,281 stars on GitHub - 3 maintainers
tsimcne 0.3.12
Visualization tool for unsupervised image visualization (ICLR 2023)13 versions - Latest release: 2 months ago - 119 downloads last month - 97 stars on GitHub - 1 maintainer
sportsml 0.2.1
ML for sports27 versions - Latest release: 2 months ago - 61 downloads last month - 1 maintainer
yucca 1.0.2
The modern framework for sandbox experimentation and out-of-the box machine learning on medical d...7 versions - Latest release: 2 months ago - 29 downloads last month - 5 stars on GitHub - 1 maintainer
kaiko-eva 0.0.1
Evaluation Framework for oncology foundation models.5 versions - Latest release: 2 months ago - 45 downloads last month - 45 stars on GitHub - 1 maintainer
wandb-osh 1.2.2
Trigger wandb offline syncs from a compute node without internet10 versions - Latest release: 3 months ago - 297 downloads last month - 34 stars on GitHub - 1 maintainer
deeplay 0.0.7
An AI-powered platform for advancing deep learning research and applications, developed by DeepTr...5 versions - Latest release: 3 months ago - 267 downloads last month - 3 stars on GitHub - 1 maintainer
spotiflow 0.3.0
Accurate and efficient spot detection for microscopy data4 versions - Latest release: 3 months ago - 1 dependent package - 289 downloads last month - 39 stars on GitHub - 2 maintainers