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pypi.org "model-selection" keyword

fitrank 0.1.0
Train, compare and rank scikit-learn models from a single YAML config.
1 version - Latest release: 3 days ago - 0 downloads last month - 1 maintainer
Top 4.0% on pypi.org
ultranest 4.6.3
Fit and compare complex models reliably and rapidly. Advanced Nested Sampling.
57 versions - Latest release: 16 days ago - 19 dependent packages - 28 dependent repositories - 31.8 thousand downloads last month - 207 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
yellowbrick 1.5 💰
A suite of visual analysis and diagnostic tools for machine learning.
24 versions - Latest release: about 4 years ago - 24 dependent packages - 1,085 dependent repositories - 327 thousand downloads last month - 4,407 stars on GitHub - 3 maintainers
yellowbrickhotfix 1.2.17 💰
A suite of visual analysis and diagnostic tools for machine learning.
3 versions - Latest release: almost 6 years ago - 1 dependent repositories - 10 downloads last month - 4,407 stars on GitHub - 1 maintainer
bxa 5.1.1
Bayesian X-ray spectral analysis
34 versions - Latest release: over 1 year ago - 1 dependent package - 2 dependent repositories - 117 downloads last month - 69 stars on GitHub - 1 maintainer
paretobandit 0.1.1
A local-first, adaptive router for intelligent LLM model selection using contextual bandits
2 versions - Latest release: 7 months ago - 16 downloads last month - 18 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
tpot 1.1.0
Tree-based Pipeline Optimization Tool
64 versions - Latest release: over 1 year ago - 4 dependent packages - 227 dependent repositories - 14.3 thousand downloads last month - 10,055 stars on GitHub - 2 maintainers
langchain-kalibr 0.1.0
The first autonomous routing system for AI agents. Routes to the optimal execution path to preven...
1 version - Latest release: 9 months ago - 40 downloads last month - 0 stars on GitHub - 1 maintainer
lightautoml-gpu 1.0.0
Fast and customizable framework for automatic ML model creation (AutoML)
2 versions - Latest release: about 4 years ago - 13 downloads last month - 919 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
dynesty 3.1.0
A dynamic nested sampling package for computing Bayesian posteriors and evidences.
30 versions - Latest release: 3 months ago - 32 dependent packages - 99 dependent repositories - 73.1 thousand downloads last month - 426 stars on GitHub - 2 maintainers
autonomyfit 0.8.0
Evidence-aware model selection, deployment validation and local benchmarking for edge AI and auto...
9 versions - Latest release: 2 months ago - 97 downloads last month - 0 stars on GitHub - 1 maintainer
facet-models 2026.9.1
Thin fact client for the Facet model registry: load the table, resolve names, find candidates. Ze...
2 versions - Latest release: about 1 month ago - 261 downloads last month - 0 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
sklearn-genetic-opt 0.14.0
Scikit-learn models hyperparameter tuning and feature selection using evolutionary algorithms
39 versions - Latest release: 19 days ago - 1 dependent package - 4 dependent repositories - 2.82 thousand downloads last month - 390 stars on GitHub - 1 maintainer
uncommon-route 0.7.21
Local LLM router that cuts premium-model spend with adaptive 3-tier routing, OpenAI + Anthropic c...
41 versions - Latest release: 6 months ago - 46 downloads last month - 699 stars on GitHub - 1 maintainer
cascade-ml 0.18.0
ML-Engineering library
31 versions - Latest release: about 2 months ago - 1 dependent package - 270 downloads last month - 21 stars on GitHub - 1 maintainer
roadmodel 0.2.88
BYO-key CLI that recommends the right AI model, platform, and settings for a prompt.
92 versions - Latest release: 8 days ago - 4.76 thousand downloads last month - 1 stars on GitHub - 1 maintainer
greybox 1.0.9
Toolbox for model building and forecasting
10 versions - Latest release: 15 days ago - 1.33 thousand downloads last month - 32 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
evalml 0.84.0
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
87 versions - Latest release: over 2 years ago - 4 dependent packages - 12 dependent repositories - 3.66 thousand downloads last month - 851 stars on GitHub - 8 maintainers
eh-evalml 0.0.0
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
1 version - Latest release: almost 2 years ago - 9 downloads last month - 851 stars on GitHub - 1 maintainer
xfms 0.4.0 💰
Pick the right LLM for your task. Xpansion Framework Model Source — aggregates 8 independent benc...
7 versions - Latest release: 5 months ago - 24 downloads last month - 0 stars on GitHub - 1 maintainer
evalml-automining 0.0.4
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
4 versions - Latest release: over 1 year ago - 14 downloads last month - 851 stars on GitHub - 1 maintainer
axiomize-quantum-skills-2.0 1.2.4
Axiomize 2.0: scientific modeling engine plus quantum-inspired multi-branch reasoning and Model I...
8 versions - Latest release: 15 days ago - 611 downloads last month - 0 stars on GitHub - 1 maintainer
ignis-router 0.2.0
Reusable LLM Routing Library - Centralized routing logic for model selection across applications
2 versions - Latest release: 3 months ago - 0 stars on GitHub - 1 maintainer
llm-preflight 2.22.2
The pre-merge check for LLM model, prompt, schema, and provider changes
45 versions - Latest release: 10 days ago - 2 thousand downloads last month - 3 stars on GitHub - 1 maintainer
quillm 0.0.1
A personal AI model-routing stack that learns from your usage
1 version - Latest release: 3 months ago - 1 maintainer
autodl-gpu 0.1.1
Automatic Deep Learning, towards fully automated multi-label classification for image, video, tex...
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 16 downloads last month - 1,200 stars on GitHub - 1 maintainer
bayeshalvingsearchcv 0.1.1
scikit-learn hyperparameter search with multi-fidelity data growth and scatter-search multi-start...
2 versions - Latest release: 3 months ago - 264 downloads last month - 1 stars on GitHub - 1 maintainer
breed-registry 1.0.2 💰
The Breed Registry — model selection as breeding selection, from Working Animal Architecture
3 versions - Latest release: 3 months ago - 57 downloads last month - 0 stars on GitHub - 1 maintainer
trade-study 0.5.1
Multi-objective trade-study orchestration: scoring, Pareto optimization, and Bayesian stacking
6 versions - Latest release: 10 days ago - 130 downloads last month - 0 stars on GitHub - 1 maintainer
crupier 0.6.1
Python orchestration SDK for routing, combining, and auditing AI model calls.
6 versions - Latest release: 2 months ago - 62 downloads last month - 4 stars on GitHub - 1 maintainer
labelfree 1.0.0
Label-free metrics for unsupervised anomaly detector evaluation
1 version - Latest release: 4 months ago - 15 downloads last month - 3 stars on GitHub - 1 maintainer
reduced-grid-search-cv 0.1.0
A faster approximate alternative to scikit-learn GridSearchCV.
1 version - Latest release: 5 months ago - 8 downloads last month - 0 stars on GitHub - 1 maintainer
flowdesk-omnigent-tool 0.2.5
FlowDesk advisory selection tool for Omnigent.
14 versions - Latest release: 3 months ago - 0 stars on GitHub - 1 maintainer
embedprobe 0.1.1
A diagnostic toolkit for evaluating and selecting multilingual embedding models on your data.
3 versions - Latest release: 4 months ago - 0 stars on GitHub - 1 maintainer
elbow-helper 0.2.0
Noise-robust knee/elbow detection: a conservative wrapper around a from-scratch locator that eith...
6 versions - Latest release: 10 days ago - 64 downloads last month - 3 stars on GitHub - 1 maintainer
pyagent-router 0.3.0
Difficulty-aware routing and model selection for multi-agent LLM workflows
5 versions - Latest release: 3 months ago - 44 downloads last month - 12 stars on GitHub - 1 maintainer
runtimerouter 0.1.0
Optimize the entire AI session, not just the next model call.
1 version - Latest release: 5 months ago - 8 downloads last month - 0 stars on GitHub - 1 maintainer
atcnd 0.5.3
Adaptive Topic and Cluster Number Determination via structured search
8 versions - Latest release: 5 months ago - 48 downloads last month - 2 stars on GitHub - 1 maintainer
tryaii 0.4.0
TryAii Diff Routing Engine -- Embedding-based AI model router. Understands your prompt semantical...
2 versions - Latest release: 4 months ago - 154 downloads last month - 3 stars on GitHub - 1 maintainer
tryaii-dre 0.2.2
TryAii Diff Routing Engine -- Embedding-based AI model router. Understands your prompt semantical...
3 versions - Latest release: 5 months ago - 228 downloads last month - 3 stars on GitHub - 1 maintainer
less-tokens 0.8.1
Cut LLM prompt token costs by 30-40% with deterministic, training-free lexical compression for Op...
16 versions - Latest release: 12 days ago - 100 downloads last month - 6 stars on GitHub - 1 maintainer
tokenbreak-scanner 0.1.13
TokenBreak Scanner — Detect BPE & WordPiece tokenizer vulnerabilities in LLMs and text classifier...
14 versions - Latest release: 5 months ago - 135 downloads last month - 5 stars on GitHub - 1 maintainer
kiteml-ai 1.0.2
Train production-grade ML models with a single line of code — intelligent AutoML for everyone.
3 versions - Latest release: 3 months ago - 134 downloads last month - 3 stars on GitHub - 1 maintainer
tpot2 0.1.9a0
Tree-based Pipeline Optimization Tool
10 versions - Latest release: almost 2 years ago - 79 downloads last month - 249 stars on GitHub - 1 maintainer
nordlys 0.8.0
Intelligent LLM Infrastructure with Smart Model Selection
30 versions - Latest release: 7 months ago - 124 downloads last month - 108 stars on GitHub - 1 maintainer
jano 0.4.2
Temporal partitioning and backtesting utilities for time-correlated datasets.
4 versions - Latest release: 5 months ago - 16 downloads last month - 2 stars on GitHub - 1 maintainer
pymclustr 0.2.1
Pure-Python re-implementation of CRAN mclust — Gaussian mixture model clustering with all 14 cova...
3 versions - Latest release: 5 months ago - 134 downloads last month - 1 stars on GitHub - 1 maintainer
dissectml 0.1.3
The missing middle layer between EDA and AutoML - deep data understanding meets model comparison
2 versions - Latest release: 4 months ago - 17 downloads last month - 2 stars on GitHub - 1 maintainer
fluidml 0.3.4
FluidML is a lightweight framework for developing machine learning pipelines. Focus only on your ...
10 versions - Latest release: about 3 years ago - 2 dependent repositories - 45 downloads last month - 23 stars on GitHub - 2 maintainers
kalibr 1.14.4
Outcome-aware LLM routing for production AI agents. Routes between models, tools, and parameters ...
102 versions - Latest release: 5 months ago - 225 downloads last month - 32 stars on GitHub - 2 maintainers
whichmodel-haystack 0.1.0
Haystack integration for WhichModel — cost-aware LLM model selection
1 version - Latest release: 7 months ago - 115 downloads last month - 0 stars on GitHub - 1 maintainer
litellm-wzrd-momentum 0.3.1
Velocity-aware model routing callback for LiteLLM. Routes via WZRD attention signals, earns CCM.
8 versions - Latest release: 7 months ago - 378 downloads last month - 1 maintainer
langchain-wzrd 0.3.1
WZRD velocity-aware model selection, inference, and earn-loop tooling for LangChain.
4 versions - Latest release: 7 months ago - 115 downloads last month - 1 maintainer
pickyourllm 0.3
Pick Your LLM: Intelligent, Use-Case Aware LLM Model advisor for Optimal Performance and Cost
1 version - Latest release: 8 months ago - 15 downloads last month - 1 stars on GitHub - 1 maintainer
insurance-cv 0.3.0
Temporal and distributional cross-validation, and feature screening, for insurance pricing models
6 versions - Latest release: 7 months ago - 86 downloads last month - 0 stars on GitHub - 1 maintainer
model-radar-mcp 0.12.0
MCP server that discovers live catalogs across HTTPS providers and subscription CLIs, ranks model...
5 versions - Latest release: 3 months ago - 110 downloads last month - 0 stars on GitHub - 1 maintainer
tibet-router 0.1.2
DEPRECATED: Use tibet-llm-router instead. This package name is reserved for TIBET token routing.
3 versions - Latest release: 5 months ago - 21 downloads last month - 1 maintainer
tibet-llm-router 0.1.1
Smart LLM routing with TIBET provenance - route queries to Ollama/OpenAI/Anthropic automatically
2 versions - Latest release: 5 months ago - 18 downloads last month - 0 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
tscv 0.1.3
Time series cross-validation
9 versions - Latest release: almost 4 years ago - 1 dependent package - 1 dependent repositories - 295 downloads last month - 258 stars on GitHub - 1 maintainer
kulprit 0.6.1
Kullback-Leibler projections for Bayesian model selection.
9 versions - Latest release: 4 months ago - 170 downloads last month - 46 stars on GitHub - 3 maintainers
Top 9.6% on pypi.org
gamma-facet 2.2.2
Human-explainable AI.
30 versions - Latest release: about 1 year ago - 1 dependent repositories - 2.94 thousand downloads last month - 533 stars on GitHub - 2 maintainers
randomstatsmodels 4.5.1
Lightweight univariate time-series forecasting with auto-tuned models — NumPy only.
33 versions - Latest release: 7 months ago - 731 downloads last month - 1 maintainer
a3m-router 2.16.3 💰
Auto-selects cheapest capable LLM from 47+ providers — 70-95% cost savings
7 versions - Latest release: about 1 month ago - 455 downloads last month - 16 stars on GitHub - 1 maintainer
xrouter-llm 0.3.6
Prompt-aware LLM routing-decision service: predicts which model can complete a prompt and picks t...
19 versions - Latest release: 19 days ago - 15.5 thousand downloads last month - 40 stars on GitHub - 1 maintainer
elimination-search-cv 0.0.1 💰
A Scikit-Learn compatible hyperparameter search that eliminates low-scoring parameter values prog...
1 version - Latest release: 4 months ago - 18 downloads last month - 3 stars on GitHub - 1 maintainer
metriculous 0.3.0
Very unstable library containing utilities to measure and visualize statistical properties of mac...
4 versions - Latest release: almost 6 years ago - 1 dependent repositories - 77 downloads last month - 98 stars on GitHub - 3 maintainers
adaptive_router 0.1.8
Intelligent LLM Infrastructure with Smart Model Selection
9 versions - Latest release: 10 months ago - 698 downloads last month - 107 stars on GitHub - 1 maintainer
claude-model-selector 1.0.0
Intelligent model selection for optimal cost-effectiveness with Anthropic's Claude AI
1 version - Latest release: 11 months ago - 176 downloads last month - 1 maintainer
datakhanon 0.4.0
Biblioteca para mineração de dados e aprendizado de máquina com fluxo end-to-end.
8 versions - Latest release: 2 months ago - 34 downloads last month - 0 stars on GitHub - 1 maintainer
openmux 0.2.2
A free multi-source GenAI orchestration library for automatic model selection and routing
6 versions - Latest release: 12 months ago - 12 downloads last month - 1 stars on GitHub - 1 maintainer
llm-selector 0.1.0
A Python library for selecting the best LLM model based on user input using any LLM via LiteLLM
1 version - Latest release: about 1 year ago - 170 downloads last month - 3 stars on GitHub - 1 maintainer
colorgradient 1.1.0
Publication-ready visualization for 1D data distributions using intuitive circular color gradients
2 versions - Latest release: about 1 year ago - 9 downloads last month - 0 stars on GitHub - 1 maintainer
octuner 0.1.2
A lightweight Python library that automatically discovers, evaluates, and tunes parameters of mul...
2 versions - Latest release: about 1 year ago - 91 downloads last month - 6 stars on GitHub - 1 maintainer
baserush 0.0.2
An easy-to-use regression pipeline to preprocess, analyze, and optimize models.
2 versions - Latest release: 10 months ago - 64 downloads last month - 1 maintainer
intelligent-automl 1.1.2
Intelligent AutoML Framework with comprehensive multi-metric evaluation and AI-driven optimization
2 versions - Latest release: 10 months ago - 33 downloads last month - 0 stars on GitHub - 1 maintainer
agentic-chatbot 2.0.3
Enterprise-grade AI agents for enhanced chatbot capabilities with RAG, security, and multi-user s...
3 versions - Latest release: about 1 year ago - 135 downloads last month - 1 maintainer
autogmm 0.1.0
Automatic Gaussian Mixture Modeling in Python
1 version - Latest release: about 1 year ago - 29 downloads last month - 4 stars on GitHub - 1 maintainer
step-criterion 0.2.2
Educational stepwise model selection for statsmodels: AIC, BIC, Adjusted R², and p-values with OL...
4 versions - Latest release: about 1 year ago - 66 downloads last month - 1 maintainer
blockbrain-api 0.1.3
A Python client for the BlockBrain API with model selection, chat, file upload, and streaming sup...
4 versions - Latest release: over 1 year ago - 40 downloads last month - 1 maintainer
pearl-rl 0.1.2
A reinforcement learning model selection library using explainability
3 versions - Latest release: over 1 year ago - 57 downloads last month - 1 maintainer
agentopt-py 0.1.0
Find the right LLM models for your AI agents — automatic model selection with accuracy/cost/laten...
1 version - Latest release: 7 months ago - 356 downloads last month - 90 stars on GitHub - 2 maintainers
bayes-compass 1.0.3
COMPASS: A Python package for bayesian model comparison in a simulation based setting
9 versions - Latest release: about 1 year ago - 21 downloads last month - 9 stars on GitHub - 1 maintainer
bayesloop 2.0.0
Grid-based Bayesian modeling for time series with time-varying parameters.
16 versions - Latest release: 5 months ago - 1 dependent repositories - 70 downloads last month - 172 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
pathpy 2.2.0
An OpenSource python package for the analysis and visualisation of time series data on complex ne...
3 versions - Latest release: about 7 years ago - 3 dependent repositories - 76 downloads last month - 145 stars on GitHub - 1 maintainer
mlprimer 1.0.8
Complete ML pipeline for rapid model selection, tuning, and export.
6 versions - Latest release: 10 months ago - 97 downloads last month - 1 maintainer
mamut 0.3.0
Transparent tabular classification workflows with model-selection evidence
6 versions - Latest release: 5 months ago - 23 downloads last month - 1 stars on GitHub - 1 maintainer
emdcmp 1.1.1
Original implementation of the EMD (empirical model discrepancy) model comparison criterion
2 versions - Latest release: about 1 year ago - 11 downloads last month - 0 stars on GitHub - 1 maintainer
cognify-ai 0.1.2
The Automated Optimizer for GenAI Workflows
3 versions - Latest release: over 1 year ago - 15 downloads last month - 280 stars on GitHub - 1 maintainer
emd-falsify 1.0.1
Original implementation of the EMD (empirical model discrepancy) model comparison criterion
1 version - Latest release: about 2 years ago - 44 downloads last month - 0 stars on GitHub
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: over 2 years ago - 1 dependent package - 1 dependent repositories - 2.91 thousand downloads last month - 584 stars on GitHub - 1 maintainer
metamer 0.1.0
Fit stochastic noise models to time series and select among them by information criteria.
1 version - Latest release: 3 months ago - 146 downloads last month - 0 stars on GitHub - 1 maintainer
coding-router 0.1.1
A lightweight LLM router that classifies coding requests and routes them to the best-fit model us...
2 versions - Latest release: about 1 month ago - 151 downloads last month - 1 maintainer
smartpredict 0.8.1
An advanced machine learning library for model training and selection
20 versions - Latest release: over 1 year ago - 26 downloads last month - 0 stars on GitHub - 1 maintainer
easyautoml 0.1
Automl with Featuretools generate features and use tpot to select model
1 version - Latest release: about 8 years ago - 1 dependent repositories - 14 downloads last month - 3 stars on GitHub - 1 maintainer
evalfloor 0.3.0
EvalFloor: is your LLM eval improvement real? Trying k prompt variants and keeping the best score...
5 versions - Latest release: about 1 month ago - 655 downloads last month - 1 stars on GitHub - 1 maintainer
ai-model-detector 1.1.0
Deep hardware scanner that recommends and auto-downloads the best local AI model for your system
2 versions - Latest release: about 1 month ago - 194 downloads last month - 1 maintainer
model-confidence-set 0.1.3
model-confidence-set provides a Python implementation of the Model Confidence Set (MCS) procedure...
4 versions - Latest release: about 2 years ago - 127 downloads last month - 21 stars on GitHub - 1 maintainer
compsil 0.1.4
CompSil: Composite Silhouette for Cluster-Count Selection
5 versions - Latest release: about 1 month ago - 485 downloads last month - 0 stars on GitHub - 1 maintainer
scomp-link 2.3.1
The Astromech arm for your Python data projects — end-to-end ML toolkit
30 versions - Latest release: about 1 month ago - 135 downloads last month - 13 stars on GitHub - 1 maintainer
estyp 0.9.3
Extended Statistical Toolkit Yet Practical
16 versions - Latest release: about 3 years ago - 122 downloads last month - 5 stars on GitHub - 1 maintainer