61 dependents
| Package | Description | Downloads/month |
|---|---|---|
| Unified Planning Framework | 187K | |
| SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization | 31K | |
| DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization i... | 9K | |
| The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimiz... | 7K | |
| Inference module for YAHPO Gym | 6K | |
| Large Language Model Evolutionary Algorithm | 5K | |
| up_tamer | 5K | |
| Package Containing Modular CMA-ES optimizer | 5K | |
| Deep learning tools for digital histology | 3K | |
| Smash your AI models | 3K | |
| A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer ... | 2K | |
| Powerful, open-source AI tools for digital pathology. | 2K | |
| Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimiz... | 2K | |
| Common utilites code of myself | 1K | |
| 1K | ||
| Efficient and generalized blackbox optimization (BBO) system | 1K | |
| Birth Annotator for Budding Yeast | 1K | |
| Python implementation of "Explaining Hyperparameter Optimization with PDPs" (htt... | 914 | |
| An Automated Machine Learning system for longitudinal classification built on GA... | 896 | |
| a library for ML programing created by Samuel Brinkmann | 874 | |
| Generating Event Data with Intentional Features for Benchmarking Process Mining | 783 | |
| SBArchOpt: Surrogate-Based Architecture Optimization | 701 | |
| 648 | ||
| 601 | ||
| Efficient portfolio-based verification of neural network properties | 571 | |
| Hydra sweeper integration of our favorite optimization packages, utilizing ask-a... | 543 | |
| A tool for benchmarking and hyper-parameter optimization using TerraTorch. Lever... | 485 | |
| Based on a fork of the amazing mltrainer and mads_datasets by R. Grouls, tytorch... | 483 | |
| Fast and Timeout-Free Automated Machine Learning for Multi-Class classification,... | 473 | |
| Python package for TwinBooster: Synergising Chemical Structures and Bioassay Des... | 429 | |
| An interactive framework to visualize and analyze your AutoML process in real-ti... | 417 | |
| MLOS Core Python interface for parameter optimization. | 376 | |
| A benchmark library for Dynamic Algorithm Configuration. | 348 | |
| HyperSHAP is a post-hoc explanation method for hyperparameter optimization. | 341 | |
| CurriculumAgent is a cleanup and improved version of the NeurIPS 2020 Competitio... | 319 | |
| HPO tool with a modular API that allows for the easy interfacing of a new Optimi... | 309 | |
| A Repository for Handling (Meta) Datasets | 308 | |
| 265 | ||
| SMT design space extension for hierarchical variable handling | 248 | |
| A wrapper for multi-fidelity benchmarks with priors | 245 | |
| Fractional K-fold cross-validation for hyperparameter optimization | 226 | |
| A framework for QuickTune | 216 | |
| Python Boilerplate that contains all the code you need to create a Python packag... | 206 | |
| Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How | 205 | |
| A lightweight framework for benchmarking HPO algorithms | 203 | |
| A tiny, flexible configuration space compression library for Bayesian Optimizati... | 202 | |
| The first collection of surrogate benchmarks for Joint Architecture and Hyperpar... | 193 | |
| Scikit-Learn interface for CINET PyTorch siamese neural network | 176 | |
| Benchmark for contextual RL | 167 | |
| The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimiz... | 154 |
