An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "hyperparameter-optimization" keyword

View the packages on the pypi.org package registry that are tagged with the "hyperparameter-optimization" keyword.

Top 1.2% on pypi.org
autogluon.tabular 1.4.0
Fast and Accurate ML in 3 Lines of Code
1,818 versions - Latest release: 4 months ago - 7 dependent packages - 44 dependent repositories - 309 thousand downloads last month - 7,185 stars on GitHub - 3 maintainers
Top 1.3% on pypi.org
autogluon.common 1.4.0
Fast and Accurate ML in 3 Lines of Code
1,426 versions - Latest release: 4 months ago - 11 dependent packages - 23 dependent repositories - 261 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
hyperion-opt 0.1.0
Event-driven agentic hyperparameter optimization framework
1 version - Latest release: 3 months ago - 9 downloads last month - 0 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
autogluon.multimodal 1.4.0
Fast and Accurate ML in 3 Lines of Code
1,202 versions - Latest release: 4 months ago - 3 dependent packages - 15 dependent repositories - 173 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
autogluon.timeseries 1.4.0
Fast and Accurate ML in 3 Lines of Code
1,195 versions - Latest release: 4 months ago - 4 dependent repositories - 230 thousand downloads last month - 9,493 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
test-tube 0.7.5
Experiment logger and visualizer
17 versions - Latest release: about 6 years ago - 18 dependent packages - 1,658 dependent repositories - 31.8 thousand downloads last month - 735 stars on GitHub - 2 maintainers
Top 4.0% on pypi.org
hypernets 0.3.2
An General Automated Machine Learning Framework
20 versions - Latest release: almost 2 years ago - 4 dependent packages - 7 dependent repositories - 7.71 thousand downloads last month - 266 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
smac 2.3.1 💰
SMAC3, a Python implementation of 'Sequential Model-based Algorithm Configuration'.
51 versions - Latest release: 9 months ago - 16 dependent packages - 129 dependent repositories - 38.5 thousand downloads last month - 1,081 stars on GitHub - 11 maintainers
polyai 0.0.0
Polyaxon ai.
1 version - Latest release: over 5 years ago - 1 dependent repositories - 18 downloads last month - 3,685 stars on GitHub - 1 maintainer
pyrameter 0.3.5
Structure, sample, and savor hyperparameter searches
32 versions - Latest release: over 3 years ago - 2 dependent repositories - 124 downloads last month - 3 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
tpot 1.1.0
Tree-based Pipeline Optimization Tool
64 versions - Latest release: 5 months ago - 4 dependent packages - 227 dependent repositories - 53.5 thousand downloads last month - 10,021 stars on GitHub - 2 maintainers
bayeso 0.6.0
Simple, but essential Bayesian optimization package
16 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.98 thousand downloads last month - 95 stars on GitHub - 1 maintainer
hposuite 0.1.3 💰
A lightweight framework for benchmarking HPO algorithms
4 versions - Latest release: 5 months ago - 6 downloads last month - 3 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
cmaes 0.12.0
Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation for Python 3.
21 versions - Latest release: 5 months ago - 25 dependent packages - 1,489 dependent repositories - 861 thousand downloads last month - 322 stars on GitHub - 2 maintainers
iopt 0.5.0
Framework for automatically tuning hyperparameter values for mathematical models, AI and ML.
8 versions - Latest release: 11 months ago - 11.4 thousand downloads last month - 55 stars on GitHub - 3 maintainers
Top 1.1% on pypi.org
keras-tuner 1.4.8
A Hyperparameter Tuning Library for Keras
36 versions - Latest release: 26 days ago - 37 dependent packages - 607 dependent repositories - 1.56 million downloads last month - 2,831 stars on GitHub - 4 maintainers
polyaxon-cli 0.6.1
Command Line Interface (CLI) for Polyaxon.
53 versions - Latest release: almost 6 years ago - 11 dependent repositories - 61 downloads last month - 19 stars on GitHub - 1 maintainer
hypster 0.3.8
A flexible configuration system for Python projects
59 versions - Latest release: 3 months ago - 1 dependent repositories - 248 downloads last month - 15 stars on GitHub - 2 maintainers
Top 0.3% on pypi.org
optuna 4.6.0 💰
A hyperparameter optimization framework
74 versions - Latest release: 27 days ago - 386 dependent packages - 2,141 dependent repositories - 8.43 million downloads last month - 10,795 stars on GitHub - 7 maintainers
Top 0.2% on pypi.org
ray 2.52.1
Ray provides a simple, universal API for building distributed applications.
139 versions - Latest release: 9 days ago - 310 dependent packages - 3,641 dependent repositories - 41.4 million downloads last month - 33,648 stars on GitHub - 26 maintainers
dh-scikit-optimize 0.9.6
A Modified version of scikit-optimize a Sequential model-based optimization toolbox for DeepHyper.
11 versions - Latest release: almost 4 years ago - 1 dependent package - 2 dependent repositories - 263 downloads last month - 2,766 stars on GitHub - 1 maintainer
dpareto 0.1.4
Automatic Discovery of Privacy-Utility Pareto Fronts
5 versions - Latest release: over 5 years ago - 1 dependent repositories - 46 downloads last month - 27 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
nni 2.10.1
Neural Network Intelligence project
36 versions - Latest release: over 2 years ago - 16 dependent packages - 102 dependent repositories - 56.4 thousand downloads last month - 13,970 stars on GitHub - 1 maintainer
peak-engines 0.2.8
Machine learning framework built on second-order optimization
10 versions - Latest release: almost 5 years ago - 1 dependent repositories - 73 downloads last month - 47 stars on GitHub - 1 maintainer
Top 0.4% on pypi.org
scikit-optimize 0.10.2
Sequential model-based optimization toolbox.
23 versions - Latest release: over 1 year ago - 126 dependent packages - 1,192 dependent repositories - 873 thousand downloads last month - 13 stars on GitHub - 2 maintainers
Top 8.6% on pypi.org
atm 0.2.2
Auto Tune Models
7 versions - Latest release: over 6 years ago - 5 dependent repositories - 160 downloads last month - 529 stars on GitHub - 2 maintainers
Top 3.8% on pypi.org
gradient-free-optimizers 1.7.2
Simple and reliable optimization with local, global, population-based and sequential techniques i...
55 versions - Latest release: 2 months ago - 5 dependent packages - 5 dependent repositories - 14.9 thousand downloads last month - 1,204 stars on GitHub - 1 maintainer
ant-ray-cpp-nightly 2.47.1
A subpackage of Ray which provides the Ray C++ API.
65 versions - Latest release: 4 months ago - 9.29 thousand downloads last month - 40,052 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
flaml 2.3.6
A fast library for automated machine learning and tuning
101 versions - Latest release: 4 months ago - 14 dependent packages - 388 dependent repositories - 425 thousand downloads last month - 3,842 stars on GitHub - 1 maintainer
naturalselection 0.6.0
An all-purpose pythonic genetic algorithm
25 versions - Latest release: over 6 years ago - 1 dependent repositories - 110 downloads last month - 18 stars on GitHub - 1 maintainer
Top 7.0% on pypi.org
shap-hypetune 0.2.7
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boos...
10 versions - Latest release: almost 2 years ago - 1 dependent package - 1 dependent repositories - 11.9 thousand downloads last month - 578 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
auto-sklearn 0.15.0
Automated machine learning.
42 versions - Latest release: about 3 years ago - 8 dependent packages - 83 dependent repositories - 13.5 thousand downloads last month - 7,392 stars on GitHub - 3 maintainers
pyxab 0.3.0
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms.
17 versions - Latest release: over 2 years ago - 140 downloads last month - 154 stars on GitHub - 1 maintainer
oracle-automlx 25.3.1
Automated Machine Learning with Explainability
13 versions - Latest release: 4 months ago - 1 dependent package - 2.72 thousand downloads last month - 29 stars on GitHub - 3 maintainers
Top 5.9% on pypi.org
rl-zoo3 2.7.0
A Training Framework for Stable Baselines3 Reinforcement Learning Agents
32 versions - Latest release: 4 months ago - 3 dependent packages - 1 dependent repositories - 5.14 thousand downloads last month - 2,004 stars on GitHub - 4 maintainers
Top 9.6% on pypi.org
bask 0.11.0
A fully Bayesian implementation of sequential model-based optimization
34 versions - Latest release: about 1 month ago - 1 dependent package - 3 dependent repositories - 501 downloads last month - 42 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
polyaxon 2.11.1
Command Line Interface (CLI) and client to interact with Polyaxon API.
490 versions - Latest release: 3 months ago - 5 dependent packages - 24 dependent repositories - 16.9 thousand downloads last month - 3,685 stars on GitHub - 2 maintainers
Top 4.7% on pypi.org
talos 1.2.3
Talos Hyperparameter Tuning for Keras
18 versions - Latest release: over 3 years ago - 1 dependent package - 43 dependent repositories - 1.54 thousand downloads last month - 1,638 stars on GitHub - 1 maintainer
newron-sdk 0.1.4
NewronAI: Machine Learning, Made Simple. Client SDK for Newron AI
3 versions - Latest release: about 3 years ago - 10 downloads last month - 3 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.vision 0.6.2
AutoML for Image, Text, and Tabular Data
846 versions - Latest release: almost 3 years ago - 1 dependent package - 18 dependent repositories - 48.2 thousand downloads last month - 9,493 stars on GitHub - 1 maintainer
evolution-opt 0.0.5
Evolution inspired optimisation algorithms
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 31 downloads last month - 1 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.mxnet 0.3.1
AutoML for Text, Image, and Tabular Data
420 versions - Latest release: over 4 years ago - 3 dependent packages - 9 dependent repositories - 31.7 thousand downloads last month - 9,341 stars on GitHub - 1 maintainer
proximal-gradient 0.1.0
Proximal Gradient Methods for Pytorch
1 version - Latest release: about 5 years ago - 1 dependent repositories - 14 downloads last month - 42 stars on GitHub - 1 maintainer
tpot-sh 0.9.5
Tree-based Pipeline Optimization Tool - Successive Halving
1 version - Latest release: over 6 years ago - 1 dependent repositories - 10 downloads last month - 9,901 stars on GitHub - 1 maintainer
cv-pruner 0.0.1rc3
Three-layer Pruning for Nested Cross-Validation to Accelerate Automated Hyperparameter Optimizati...
3 versions - Latest release: about 4 years ago - 1 dependent repositories - 12 downloads last month - 2 stars on GitHub - 1 maintainer
sdap-os 0.1.2
Demo of usage of object storage for SDAP
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 13 downloads last month - 36,881 stars on GitHub - 1 maintainer
metaevobox 2.0.2
An all-in-one platform for using and developing the algorithms in Meta-Black-Box Optimization
12 versions - Latest release: 5 months ago - 30 downloads last month - 148 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.text 0.6.2
AutoML for Image, Text, and Tabular Data
837 versions - Latest release: almost 3 years ago - 1 dependent package - 17 dependent repositories - 33.3 thousand downloads last month - 9,493 stars on GitHub - 1 maintainer
hpbandster-sklearn 2.0.2
A scikit-learn wrapper for HpBandSter hyper parameter search
7 versions - Latest release: about 3 years ago - 1 dependent repositories - 56 downloads last month - 22 stars on GitHub - 1 maintainer
irspack 0.4.0
Implicit feedback-based recommender systems, packed for practitioners.
30 versions - Latest release: 5 months ago - 1 dependent repositories - 4.55 thousand downloads last month - 31 stars on GitHub - 1 maintainer
hpoflow 0.1.4
Tools for Optuna, MLflow and the integration of both
6 versions - Latest release: over 3 years ago - 2 dependent repositories - 22 downloads last month - 18 stars on GitHub - 2 maintainers
ytopt 0.0.1
Model-based search software for autotuning.
1 version - Latest release: almost 7 years ago - 1 dependent repositories - 25 downloads last month - 50 stars on GitHub - 2 maintainers
ml-benchmark 0.4.2
ml_benchmark - A ML-Job for Benchmarking.
6 versions - Latest release: about 3 years ago - 10 downloads last month - 0 stars on GitHub - 1 maintainer
hyperts 0.2.2
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
9 versions - Latest release: almost 2 years ago - 1 dependent repositories - 52 downloads last month - 283 stars on GitHub - 1 maintainer
configtune 0.0.8
A package to tune parameters with config files: designed with machine learning hyperparameter tun...
4 versions - Latest release: over 6 years ago - 1 dependent repositories - 35 downloads last month - 1 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
wandb 0.23.1
A CLI and library for interacting with the Weights & Biases API.
319 versions - Latest release: 4 days ago - 620 dependent packages - 9,299 dependent repositories - 24.1 million downloads last month - 10,501 stars on GitHub - 5 maintainers
nomadic 1.1.1
Nomadic is an enterprise-grade toolkit for teams to continuously optimize compound AI systems
15 versions - Latest release: over 9 years ago - 2 dependent repositories - 28 downloads last month - 75 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
google-vizier 0.1.24
Open Source Vizier: Distributed service framework for blackbox optimization and research.
46 versions - Latest release: 10 months ago - 4 dependent packages - 2 dependent repositories - 54 thousand downloads last month - 1,466 stars on GitHub - 1 maintainer
mltb 0.8.0
Machine Learning Tool Box
17 versions - Latest release: over 4 years ago - 1 dependent repositories - 209 downloads last month - 27 stars on GitHub - 2 maintainers
Top 2.2% on pypi.org
hpbandster 0.7.4 💰
HyPerBAND on STERoids, a distributed Hyperband implementation with lots of room for improvement
8 versions - Latest release: about 7 years ago - 4 dependent packages - 244 dependent repositories - 27 thousand downloads last month - 625 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
deephyper 0.13.0
Massively Parallel Hyperparameter Optimization for Machine Learning
46 versions - Latest release: 5 days ago - 3 dependent repositories - 14.6 thousand downloads last month - 271 stars on GitHub - 3 maintainers
newron 0.1.7
NewronAI: Machine Learning, Made Simple. Client SDK for Newron AI
4 versions - Latest release: about 3 years ago - 12 downloads last month - 3 stars on GitHub - 1 maintainer
osprey 1.1.0
|Build Status| |Coverage Status| |PyPi version| [|License|] (http://www.apache.org/licenses/LICEN...
6 versions - Latest release: about 9 years ago - 2 dependent repositories - 428 downloads last month - 72 stars on GitHub - 2 maintainers
bbopt 1.4.2 💰
The easiest hyperparameter optimization you'll ever do.
71 versions - Latest release: over 3 years ago - 1 dependent repositories - 869 downloads last month - 75 stars on GitHub - 2 maintainers
exp 0.5.1 💰
Python tool do design and run experiments with global optimisation and grid search
8 versions - Latest release: over 6 years ago - 5 dependent repositories - 281 downloads last month - 15 stars on GitHub - 1 maintainer
Top 4.5% on pypi.org
polyaxon-deploy 1.0.3
Polyaxon deployment and serving tools: streams, sandbox, ML-API, and spaces.
33 versions - Latest release: over 3 years ago - 1 dependent package - 13 dependent repositories - 246 downloads last month - 3,683 stars on GitHub - 2 maintainers
pspso 0.1.3
pspso is a python package for selecting machine learning algorithms parameters.
13 versions - Latest release: about 5 years ago - 1 dependent repositories - 29 downloads last month - 9 stars on GitHub - 1 maintainer
hypertunity 1.0.1
A toolset for distributed black-box hyperparameter optimisation.
3 versions - Latest release: almost 6 years ago - 2 dependent repositories - 16 downloads last month - 135 stars on GitHub - 1 maintainer
swarmops 1.0.0
Heuristic Optimization for Python
1 version - Latest release: over 7 years ago - 1 dependent repositories - 14 downloads last month - 73 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
hyperas 0.4.1 💰
Simple wrapper for hyperopt to do convenient hyperparameter optimization for Keras models
9 versions - Latest release: almost 7 years ago - 1 dependent package - 82 dependent repositories - 13.1 thousand downloads last month - 2,178 stars on GitHub - 2 maintainers
ecabc 3.0.1
Artificial bee colony for function parameter optimization
24 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 109 downloads last month - 12 stars on GitHub - 2 maintainers
hellohyperas 1.0.0 💰
custom notebook filepath enabled, hyperas 0.4.1
1 version - Latest release: over 5 years ago - 1 dependent repositories - 9 downloads last month - 2,177 stars on GitHub - 1 maintainer
intelligent-automl 1.1.1
Intelligent AutoML Framework with comprehensive multi-metric evaluation and AI-driven optimization
1 version - Latest release: 3 months ago - 8 downloads last month - 0 stars on GitHub - 1 maintainer
lenskit-auto 0.2.0
LensKit-Auto is built as a wrapper around the Python LensKit recommender-system library. It autom...
3 versions - Latest release: 5 months ago - 15 downloads last month - 3 stars on GitHub - 1 maintainer
df-autosk 0.0.4 💰
A CascadeForestClassifier extension of AutoSklearn classifier
4 versions - Latest release: almost 2 years ago - 35 downloads last month - 7,823 stars on GitHub - 1 maintainer
xcessiv 0.5.1
A web-based application for quick and scalable construction of massive machine learning ensembles.
33 versions - Latest release: over 8 years ago - 1 dependent repositories - 138 downloads last month - 1,268 stars on GitHub - 1 maintainer
hyperparameter-hunter 3.0.0
Easy hyperparameter optimization and automatic result saving across machine learning algorithms a...
16 versions - Latest release: over 6 years ago - 1 dependent repositories - 67 downloads last month - 708 stars on GitHub - 1 maintainer
scikit-optimize-fix 0.9.1
Sequential model-based optimization toolbox. Forked to fix a deprecation for NumPy>1.24.
1 version - Latest release: over 2 years ago - 1 dependent repositories - 133 downloads last month - 2,766 stars on GitHub - 1 maintainer
propulate 1.2.2
Massively parallel genetic optimization through asynchronous propagation of populations
5 versions - Latest release: over 1 year ago - 31 downloads last month - 41 stars on GitHub - 1 maintainer
wandb-zc 0.17.7.dev1
A CLI and library for interacting with the Weights & Biases API.
1 version - Latest release: over 1 year ago - 2 downloads last month - 10,440 stars on GitHub - 1 maintainer
hyperparameter-tuning 0.3.2
A minimal framework for running hyperparameter tuning
32 versions - Latest release: about 1 year ago - 3 dependent packages - 1 dependent repositories - 1.93 thousand downloads last month - 1 stars on GitHub - 1 maintainer
autolgbm 0.0.3
autolgbm: tuning lightgbm with optuna
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 72 downloads last month - 36 stars on GitHub - 1 maintainer
tpot2 0.1.9a0
Tree-based Pipeline Optimization Tool
10 versions - Latest release: 11 months ago - 105 downloads last month - 239 stars on GitHub - 1 maintainer
polyml 0.0.0
Polyaxon model management.
1 version - Latest release: over 5 years ago - 1 dependent repositories - 33 downloads last month - 3,685 stars on GitHub - 1 maintainer
spax 0.2.0
Declarative search-space definition & exploration
2 versions - Latest release: about 1 month ago - 68 downloads last month - 1 maintainer
fangyu-pypitest 0.8.0.dev4
A system for parallel and distributed Python that unifies the ML ecosystem.
1 version - Latest release: over 6 years ago - 1 dependent repositories - 23 downloads last month - 40,052 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
automl 2.9.9
Automated machine learning for production and analytics
19 versions - Latest release: almost 8 years ago - 9 dependent repositories - 446 downloads last month - 1,653 stars on GitHub - 1 maintainer
autocluster 0.5.3
Automated machine learning toolkit for performing clustering tasks.
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 44 downloads last month - 54 stars on GitHub - 2 maintainers
polyx 0.0.0
Polyaxon x dist.
1 version - Latest release: over 5 years ago - 1 dependent repositories - 15 downloads last month - 3,685 stars on GitHub - 1 maintainer
gradient-sdk 0.0.4
Gradient ML SDK
4 versions - Latest release: about 6 years ago - 26 dependent repositories - 159 downloads last month - 3 stars on GitHub - 1 maintainer
tuneta 0.1.43
Optimize financial technical indicators for machine learning
31 versions - Latest release: over 3 years ago - 1 dependent repositories - 648 downloads last month - 334 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
tscv 0.1.3
Time series cross-validation
9 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 1.52 thousand downloads last month - 258 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
secretflow-ray 2.2.0
Ray provides a simple, universal API for building distributed applications.
3 versions - Latest release: almost 3 years ago - 3 dependent packages - 1 dependent repositories - 106 downloads last month - 39,851 stars on GitHub - 1 maintainer
optimized-lssvr 0.0.2
Least Squares Support Vector Regression with optimized hyperparameters
2 versions - Latest release: almost 3 years ago - 10 downloads last month - 1 stars on GitHub - 1 maintainer
gentun 0.0.3
Hyperparameter tuning for machine learning models using a distributed genetic algorithm
3 versions - Latest release: about 1 year ago - 11 downloads last month - 89 stars on GitHub - 1 maintainer
sambo 1.25.2
Sequential And Model-Based Optimization
4 versions - Latest release: 5 months ago - 2.53 thousand downloads last month - 24 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
octis 1.14.0
OCTIS: a library for Optimizing and Comparing Topic Models.
35 versions - Latest release: over 1 year ago - 2 dependent packages - 3 dependent repositories - 7.09 thousand downloads last month - 784 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
autogluon.extra 0.3.1
AutoML for Text, Image, and Tabular Data
420 versions - Latest release: over 4 years ago - 1 dependent package - 9 dependent repositories - 12.6 thousand downloads last month - 9,629 stars on GitHub - 1 maintainer
ultraopt 0.1.1
Distributed Asynchronous Hyperparameter Optimization Better than HyperOpt
2 versions - Latest release: almost 5 years ago - 1 dependent package - 1 dependent repositories - 42 downloads last month - 108 stars on GitHub - 1 maintainer
ant-ray-cpp 3.0.0.dev0
A subpackage of Ray which provides the Ray C++ API.
1 version - Latest release: 4 months ago - 17 downloads last month - 39,095 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 189 deep-learning 113 data-science 108 python 102 automl 98 hyperparameter-tuning 90 pytorch 84 tensorflow 63 automated-machine-learning 62 scikit-learn 62 bayesian-optimization 61 optimization 61 hyperparameter-search 46 mlops 38 reinforcement-learning 37 keras 37 distributed 31 ai 30 natural-language-processing 30 tabular-data 27 time-series 27 ensemble-learning 27 neural-architecture-search 26 feature-engineering 26 transfer-learning 25 object-detection 25 forecasting 25 computer-vision 25 structured-data 24 gluon 24 autogluon 24 neural-network 19 machine learning 19 ml 18 parallel 18 artificial-intelligence 17 optuna 17 llm 16 ray 16 nas 16 hyperparameter 15 model-compression 15 large-language-models 14 evolutionary-algorithms 14 visualization 14 blackbox-optimization 14 machine-learning-algorithms 14 model-selection 14 tuning 13 parameter-tuning 13 xgboost 12 hyperparameters 12 classification 12 deep-neural-network 12 rllib 12 llm-serving 12 deployment 12 serving 12 llm-inference 11 regression 11 sklearn 11 data-versioning 10 ml-platform 10 model-versioning 10 polyaxon 10 random-search 10 kubernetes 10 neural-networks 10 automation 9 workflow 9 lightgbm 9 data science 9 hyperparameter-tuningreinforcement-learning 9 gradient-boosting 8 genetic-algorithm 8 optimization-algorithms 8 hyperparameter optimization 8 random-forest 8 jax 8 collaboration 8 experiment-tracking 7 pipelines 7 grid-search 7 hyperopt 7 reproducibility 7 experiment-track 7 learning 7 bayesopt 7 hacktoberfest 6 caffe 6 binder 6 scientific-computing 6 scientific-visualization 6 sequential-recommendation 6 machine 6 numpy 6 tuning-parameters 6 image-classification 6 hpo 6 jupyter 6