Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
Top 0.2% downloads on pypi.org
Top 0.1% dependent packages on pypi.org
Top 0.2% dependent repos on pypi.org
Top 0.7% docker downloads on pypi.org
pypi.org : optuna
A hyperparameter optimization framework
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purl: pkg:pypi/optuna
Keywords: distributed, hacktoberfest, hyperparameter-optimization, machine-learning, parallel, python
License: Other
Latest release: about 2 months ago
First release: over 5 years ago
Dependent packages: 386
Dependent repositories: 2,141
Downloads: 2,608,938 last month
Stars: 9,797 on GitHub
Forks: 960 on GitHub
Docker dependents: 261
Docker downloads: 25,080,084
Total Commits: 12819
Committers: 310
Average commits per author: 41.352
Development Distribution Score (DDS): 0.914
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Funding links: https://github.com/sponsors/optuna
Last synced: about 12 hours ago
tpot2 0.1.6a1
Tree-based Pipeline Optimization Tool7 versions - Latest release: 6 days ago - 260 downloads last month - 151 stars on GitHub - 1 maintainer
f3dasm-optimize 1.5.2
f3dasm_optimize: Your one line description of the package8 versions - Latest release: 6 days ago - 139 downloads last month - 0 stars on GitHub - 1 maintainer
autotrain-advanced 0.7.96
π€ AutoTrain Advanced217 versions - Latest release: 6 days ago - 1 dependent package - 1 dependent repositories - 65 thousand downloads last month - 2,505 stars on GitHub - 1 maintainer
geocif 0.1.27
Models to visualize and forecast crop conditions and yields10 versions - Latest release: 7 days ago - 373 downloads last month - 2 stars on GitHub - 1 maintainer
virgo-modules 0.0.86
data processing and statistical modeling using stock market data42 versions - Latest release: 7 days ago - 771 downloads last month - 0 stars on GitHub - 1 maintainer
olive-ai 0.6.0
Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading tec...11 versions - Latest release: 8 days ago - 1 dependent repositories - 39.5 thousand downloads last month - 1,023 stars on GitHub - 2 maintainers
neptune-client 1.10.4
Neptune Client207 versions - Latest release: 8 days ago - 31 dependent packages - 273 dependent repositories - 539 thousand downloads last month - 522 stars on GitHub - 2 maintainers
neptune 1.10.4
Neptune Client60 versions - Latest release: 8 days ago - 32 dependent packages - 39 dependent repositories - 158 thousand downloads last month - 522 stars on GitHub - 2 maintainers
dycw-utilities 0.26.58
Miscellaneous Python utilities481 versions - Latest release: 8 days ago - 1 dependent package - 4 dependent repositories - 7.96 thousand downloads last month - 0 stars on GitHub - 1 maintainer
wizata-dsapi 1.0.1
Wizata Data Science Toolkit523 versions - Latest release: 8 days ago - 4.67 thousand downloads last month - 1 maintainer
gretel-client 0.18.2
Balance, anonymize, and share your data. With privacy guarantees.99 versions - Latest release: 9 days ago - 1 dependent package - 2 dependent repositories - 3.47 thousand downloads last month - 43 stars on GitHub - 1 maintainer
enot-autodl 3.7.1
AutoDL framework for neural network compression & acceleration36 versions - Latest release: 9 days ago - 2 dependent packages - 1 dependent repositories - 383 downloads last month - 1 maintainer
imbrium 3.0.0
Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series For...17 versions - Latest release: 10 days ago - 1 dependent repositories - 188 downloads last month - 60 stars on GitHub - 1 maintainer
alabamaencoder 0.4.1
5 versions - Latest release: 10 days ago - 161 downloads last month - 1 maintainerholobench 1.13.0
A package for benchmarking the performance of arbitrary functions55 versions - Latest release: 10 days ago - 882 downloads last month - 1 stars on GitHub - 1 maintainer
pyfemtet 0.4.2
Design parameter optimization using Femtet.39 versions - Latest release: 10 days ago - 668 downloads last month - 0 stars on GitHub - 1 maintainer
few-shot-learning-nlp 1.0.4
This library provides tools and utilities for Few Shot Learning in Natural Language Processing (N...25 versions - Latest release: 11 days ago - 2.14 thousand downloads last month - 0 stars on GitHub - 1 maintainer
optuna-distributed 0.6.2
Distributed hyperparameter optimization made easy8 versions - Latest release: 11 days ago - 4.08 thousand downloads last month - 25 stars on GitHub - 1 maintainer
czsc 0.9.50
ηΌ δΈθ―΄η¦ ζζ―εζε·₯ε ·119 versions - Latest release: 11 days ago - 1 dependent repositories - 1.26 thousand downloads last month - 2,478 stars on GitHub - 1 maintainer
mlpro 1.4.4
MLPro - The Integrative Middleware Framework for Standardized Machine Learning20 versions - Latest release: 11 days ago - 2 dependent packages - 1 dependent repositories - 1.96 thousand downloads last month - 11 stars on GitHub - 2 maintainers
boxmot 10.0.72 π°
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monai-weekly 1.4.dev2419
AI Toolkit for Healthcare Imaging182 versions - Latest release: 12 days ago - 6 dependent packages - 21 dependent repositories - 11.1 thousand downloads last month - 5,404 stars on GitHub - 1 maintainer
paradance 0.4.27
Offers a toolset for comprehensive, multi-faceted large-scale data analysis and optimizations.52 versions - Latest release: 12 days ago - 2 dependent packages - 789 downloads last month - 13 stars on GitHub - 1 maintainer
autopeptideml 0.2.12
AutoML system for building trustworthy peptide bioactivity predictors9 versions - Latest release: 13 days ago - 200 downloads last month - 10 stars on GitHub - 2 maintainers
mlforecast 0.13.0
Scalable machine learning based time series forecasting41 versions - Latest release: 14 days ago - 4 dependent packages - 4 dependent repositories - 98.8 thousand downloads last month - 729 stars on GitHub - 3 maintainers
runningz 0.16.1
fe_master_runningz115 versions - Latest release: 14 days ago - 458 downloads last month - 1 maintainer
deep-autoviml 0.0.85
Automatically Build Deep Learning Models and Pipelines fast!77 versions - Latest release: 14 days ago - 1 dependent repositories - 727 downloads last month - 117 stars on GitHub - 1 maintainer
optimum 1.19.2
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...63 versions - Latest release: 14 days ago - 82 dependent packages - 715 dependent repositories - 1.12 million downloads last month - 2,003 stars on GitHub - 7 maintainers
mleko 4.0.0
ML-Ekosystem32 versions - Latest release: 14 days ago - 410 downloads last month - 10 stars on GitHub - 1 maintainer
bluecast 1.2.4
A lightweight and fast automl framework32 versions - Latest release: 15 days ago - 700 downloads last month - 26 stars on GitHub - 1 maintainer
qsarkit 0.0.1
A Python package that offers robust predictive modeling using QSAR for evaluating the transfer of...1 version - Latest release: 15 days ago - 125 downloads last month - 1 stars on GitHub - 1 maintainer
wandb 0.17.0
A CLI and library for interacting with the Weights & Biases API.266 versions - Latest release: 16 days ago - 620 dependent packages - 9,299 dependent repositories - 13.3 million downloads last month - 8,194 stars on GitHub - 7 maintainers
canswim 0.0.10
"Developer toolkit for IBD CANSLIM practitioners"8 versions - Latest release: 16 days ago - 74 downloads last month - 3 stars on GitHub - 1 maintainer
neuralforecast 1.7.2
Time series forecasting suite using deep learning models23 versions - Latest release: 16 days ago - 8 dependent packages - 21 dependent repositories - 38.2 thousand downloads last month - 2,543 stars on GitHub - 3 maintainers
invert4geom 0.5.0
Constrained gravity inversion to recover the geometry of a density contrast.12 versions - Latest release: 16 days ago - 61 downloads last month - 5 stars on GitHub - 1 maintainer
green-tsetlin 1.0.1
A fast Tsetlin Machine impl, based on c++12 versions - Latest release: 16 days ago - 227 downloads last month - 10 stars on GitHub - 1 maintainer
pyoats 0.1.4
Quick and Easy Time Series Outlier Detection5 versions - Latest release: 17 days ago - 181 downloads last month - 98 stars on GitHub - 1 maintainer
transformers 4.40.2
State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow143 versions - Latest release: 17 days ago - 2,589 dependent packages - 31,800 dependent repositories - 28.1 million downloads last month - 126,450 stars on GitHub - 4 maintainers
biodem 0.6.0
Dual-extraction method for phenotypic prediction and functional gene mining of complex traits.2 versions - Latest release: 17 days ago - 16 downloads last month - 2 stars on GitHub - 1 maintainer
skforecast 0.12.0 π°
Forecasting time series with scikit-learn regressors. It also works with any regressor compatible...20 versions - Latest release: 18 days ago - 8 dependent packages - 18 dependent repositories - 46.5 thousand downloads last month - 872 stars on GitHub - 2 maintainers
py-automl-lib 2.2.2
Python package for automated hyperparameter-optimization of common machine-learning algorithms4 versions - Latest release: 19 days ago - 110 downloads last month - 2 stars on GitHub - 1 maintainer
dummyml 0.9.7
Automated data analysis pipelines on tabular data for data analyst4 versions - Latest release: 19 days ago - 228 downloads last month - 1 stars on GitLab.com - 1 maintainer
discrete-optimization 0.3.0
Discrete optimization library5 versions - Latest release: 20 days ago - 1 dependent package - 3 dependent repositories - 11.5 thousand downloads last month - 29 stars on GitHub - 1 maintainer
julearn 0.3.2
Juelich Machine Learning Library40 versions - Latest release: 20 days ago - 1 dependent package - 1 dependent repositories - 1.05 thousand downloads last month - 27 stars on GitHub - 1 maintainer
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Free trading system for Binance SPOT API165 versions - Latest release: 21 days ago - 1 dependent repositories - 1.54 thousand downloads last month - 128 stars on GitHub - 1 maintainer
oracle-automlx 24.2.0
Automated Machine Learning with Explainability4 versions - Latest release: 21 days ago - 1 dependent package - 346 downloads last month - 20 stars on GitHub - 2 maintainers
chickenstats 1.7.9
A Python package for scraping & analyzing sports statistics131 versions - Latest release: 21 days ago - 1 dependent repositories - 1.02 thousand downloads last month - 0 stars on GitHub - 1 maintainer
femmt 0.5.2
FEM Magnetics Toolbox7 versions - Latest release: 23 days ago - 1 dependent repositories - 139 downloads last month - 52 stars on GitHub - 1 maintainer
openstef 3.4.25
Open short term energy forecaster136 versions - Latest release: 23 days ago - 1 dependent package - 3 dependent repositories - 2.99 thousand downloads last month - 74 stars on GitHub - 1 maintainer
cellmaps-vnn 0.1.0a2
Python Boilerplate contains all the boilerplate you need to create a Python package with command ...2 versions - Latest release: 23 days ago - 112 downloads last month - 0 stars on GitHub - 3 maintainers
mixician 0.1.20
An advanced hybrid ranking engine for recommendation systems, designed to automate the optimizati...25 versions - Latest release: 24 days ago - 1 dependent package - 476 downloads last month - 4 stars on GitHub - 1 maintainer
dspy-ai 2.4.9
DSPy33 versions - Latest release: 24 days ago - 16 dependent packages - 1 dependent repositories - 24 thousand downloads last month - 5,504 stars on GitHub - 2 maintainers
aideml 0.1.4
Autonomous AI for Data Science and Machine Learning5 versions - Latest release: 24 days ago - 510 downloads last month - 273 stars on GitHub - 2 maintainers
pycaret 3.3.2
PyCaret - An open source, low-code machine learning library in Python.98 versions - Latest release: 25 days ago - 9 dependent packages - 489 dependent repositories - 354 thousand downloads last month - 8,427 stars on GitHub - 2 maintainers
optima-ml 0.3.3a3
Distributed hyperparameter optimization and input variable selection for artificial neural networks.13 versions - Latest release: 25 days ago - 369 downloads last month - 1,971 stars on GitHub - 1 maintainer
fastprop 1.0.1
Fast Molecular Property Prediction with mordredcommunity8 versions - Latest release: 26 days ago - 244 downloads last month - 7 stars on GitHub - 1 maintainer
dspy-ai-hmoazam 2.4.3
DSPy3 versions - Latest release: 26 days ago - 956 downloads last month - 10,829 stars on GitHub - 1 maintainer
mgktools 2.1.0
Marginalized graph kernel library for molecular property prediction18 versions - Latest release: 26 days ago - 1 dependent package - 1 dependent repositories - 151 downloads last month - 0 stars on GitHub - 1 maintainer
oracle-ads 2.11.9
Oracle Accelerated Data Science SDK61 versions - Latest release: 28 days ago - 5 dependent packages - 1 dependent repositories - 13.8 thousand downloads last month - 77 stars on GitHub - 6 maintainers
annif 1.1.0
Automated subject indexing and classification tool46 versions - Latest release: 28 days ago - 1 dependent repositories - 482 downloads last month - 185 stars on GitHub - 2 maintainers
gentab 0.1.2
A synthetic tabular data generation library.3 versions - Latest release: 28 days ago - 132 downloads last month - 2 stars on GitHub - 1 maintainer
bnpm 0.5.3
A library of useful modules for data analysis.18 versions - Latest release: 28 days ago - 289 downloads last month - 2 stars on GitHub - 1 maintainer
hopp 2.2.0
Hybrid Systems Optimization and Performance Platform.14 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 265 downloads last month - 19 stars on GitHub - 3 maintainers
dvclive 3.46.0
Experiments logger for ML projects.110 versions - Latest release: 29 days ago - 9 dependent packages - 238 dependent repositories - 1.01 million downloads last month - 153 stars on GitHub - 3 maintainers
rlberry 0.7.3
An easy-to-use reinforcement learning library for research and education16 versions - Latest release: 29 days ago - 1 dependent package - 3 dependent repositories - 1.05 thousand downloads last month - 157 stars on GitHub - 4 maintainers
amltk 1.12.0
AutoML Toolkit: a toolkit for building automl system22 versions - Latest release: 29 days ago - 58 downloads last month - 49 stars on GitHub - 1 maintainer
pyjedai 0.1.7
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continuiti 0.1.0
Learning function operators with neural networks.2 versions - Latest release: about 1 month ago - 252 downloads last month - 9 stars on GitHub - 2 maintainers
oracle-guardian-ai 1.1.0
Oracle Guardian AI Open Source Project3 versions - Latest release: about 1 month ago - 1 dependent repositories - 121 downloads last month - 36 stars on GitHub - 3 maintainers
dualfinder 1.1.0
A trainable and visualizable convolutional neural network designed to detect galaxy and AGN mergers.2 versions - Latest release: about 1 month ago - 125 downloads last month - 1 maintainer
player-performance-ratings 5.6.13
Match Predictions based on Player Ratings172 versions - Latest release: about 1 month ago - 1.25 thousand downloads last month - 3 stars on GitHub - 1 maintainer
optimum-habana 1.11.1
Optimum Habana is the interface between the Hugging Face Transformers and Diffusers libraries and...34 versions - Latest release: about 1 month ago - 1 dependent package - 6 dependent repositories - 20.7 thousand downloads last month - 102 stars on GitHub - 1 maintainer
cupy 13.1.0 π°
CuPy: NumPy & SciPy for GPU139 versions - Latest release: about 1 month ago - 91 dependent packages - 495 dependent repositories - 22.6 thousand downloads last month - 7,739 stars on GitHub - 9 maintainers
cupy-rocm-5-0 13.1.0 π°
CuPy: NumPy & SciPy for GPU19 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 246 downloads last month - 7,739 stars on GitHub - 5 maintainers
cupy-rocm-4-3 13.1.0 π°
CuPy: NumPy & SciPy for GPU25 versions - Latest release: about 1 month ago - 2 dependent packages - 1 dependent repositories - 423 downloads last month - 7,739 stars on GitHub - 4 maintainers
cupy-cuda12x 13.1.0 π°
CuPy: NumPy & SciPy for GPU8 versions - Latest release: about 1 month ago - 45 dependent packages - 4 dependent repositories - 390 thousand downloads last month - 7,739 stars on GitHub - 4 maintainers
cupy-cuda11x 13.1.0 π°
CuPy: NumPy & SciPy for GPU13 versions - Latest release: about 1 month ago - 44 dependent packages - 118 dependent repositories - 105 thousand downloads last month - 7,739 stars on GitHub - 4 maintainers
mlpro-int-optuna 1.0.0
MLPro: Integration Optuna5 versions - Latest release: about 1 month ago - 100 downloads last month - 1 stars on GitHub - 1 maintainer
mlpro-int-hyperopt 1.0.0
MLPro: Integration Hyperopt5 versions - Latest release: about 1 month ago - 94 downloads last month - 1 stars on GitHub - 1 maintainer
fpsim 0.28.1
FPsim: Family Planning Simulator5 versions - Latest release: about 1 month ago - 1 dependent repositories - 158 downloads last month - 2 maintainers
benchq 0.7.0
"BenchQ platform for resource estimation"4 versions - Latest release: about 1 month ago - 64 downloads last month - 41 stars on GitHub - 1 maintainer
tpcp 0.32.0
Pipeline and Dataset helpers for complex algorithm evaluation.51 versions - Latest release: about 1 month ago - 8 dependent packages - 3 dependent repositories - 917 downloads last month - 13 stars on GitHub - 2 maintainers
superphot-plus 0.0.8
Superphot+, upgraded version of Superphot that uses nested sampling6 versions - Latest release: about 1 month ago - 1 dependent repositories - 82 downloads last month - 7 stars on GitHub - 1 maintainer
tmnt 0.7.52
Topic modeling neural toolkit1,177 versions - Latest release: about 1 month ago - 1 dependent repositories - 15.6 thousand downloads last month - 32 stars on GitHub - 1 maintainer
mngs 1.3.2
For lazy python users (monogusa people in Japanse), especially in ML/DSP fields47 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 576 downloads last month - 0 stars on GitHub - 1 maintainer
roicat 1.1.38
A library for classifying and tracking ROIs.37 versions - Latest release: about 1 month ago - 2 dependent repositories - 154 downloads last month - 9 stars on GitHub - 2 maintainers
medfl 0.1.7
Python Open-source package for simulating federated learning and differential privacy16 versions - Latest release: about 1 month ago - 39 downloads last month - 1 maintainer
hydronaut 2024.2 π°
A framework for exploring the depths of hyperparameter space with Hydra and MLflow.21 versions - Latest release: about 1 month ago - 2 dependent packages - 207 downloads last month - 416 stars on GitHub - 1 maintainer
etna 2.6.0
ETNA is the first python open source framework of Tinkoff.ru AI Center. It is designed to make wo...30 versions - Latest release: about 1 month ago - 3 dependent repositories - 5.58 thousand downloads last month - 80 stars on GitHub - 2 maintainers
cotengra 0.6.0
Hyper optimized contraction trees for large tensor networks and einsums.15 versions - Latest release: about 1 month ago - 2 dependent packages - 1 dependent repositories - 37.1 thousand downloads last month - 167 stars on GitHub - 1 maintainer
luntaids 1.0.32
Make Data Scientist life Easier Tool33 versions - Latest release: about 1 month ago - 234 downloads last month - 2 stars on GitHub - 1 maintainer
gailbot 0.0.2a6
GailBot API20 versions - Latest release: about 1 month ago - 1 dependent repositories - 215 downloads last month - 2 maintainers
python-easygraph 1.2
Easy Graph58 versions - Latest release: about 1 month ago - 1 dependent repositories - 3.7 thousand downloads last month - 330 stars on GitHub - 1 maintainer
stockdatamanager 0.10.3
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artice 0.0.1
Twisting the magic of financial prices and articles1 version - Latest release: about 1 month ago - 117 downloads last month - 1 maintainer
jori-autoprognosis 0.2.5
Test4 versions - Latest release: about 2 months ago - 60 downloads last month - 0 stars on GitHub - 1 maintainer
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Featransform is an automated feature engineering framework for supervised machine learning5 versions - Latest release: about 2 months ago - 104 downloads last month - 4 stars on GitHub - 1 maintainer
phenonaut 2.0.3
A toolkit for multiomic phenotypic space exploration.11 versions - Latest release: about 2 months ago - 194 downloads last month - 6 stars on GitHub - 1 maintainer
rl-zoo3 2.3.0
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