Alternatives and similar repositories for AutoFolio

Users that are interested in AutoFolio are comparing it to the libraries listed below

• automl / BOAH
  BOAH: Bayesian Optimization & Analysis of Hyperparameters
  ☆67Updated 4 years ago
• automl / HPOBench
  Collection of hyperparameter optimization benchmark problems
  ☆147Updated 2 weeks ago
• automl / ConfigSpace
  Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
  ☆211Updated 6 months ago
• openml-labs / gama
  An automated machine learning tool aimed to facilitate AutoML research.
  ☆99Updated 9 months ago
• automl / DEHB
  ☆79Updated last month
• automl / HPOlib1.5
  ☆69Updated 4 years ago
• automl / DeepCAVE
  An interactive framework to visualize and analyze your AutoML process in real-time.
  ☆87Updated this week
• coseal / aslib_data
  Algorithm Selection scenario data
  ☆30Updated last year
• vidalt / BA-Trees
  Born-Again Tree Ensembles: Transforms a random forest into a single, minimal-size, tree with exactly the same prediction function in the …
  ☆65Updated last year
• automl / RoBO
  RoBO: a Robust Bayesian Optimization framework
  ☆485Updated 6 years ago
• aia-uclouvain / pydl8.5
  An algorithm for learning optimal decision trees, with Python interface
  ☆64Updated 2 years ago
• uber / bayesmark
  Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
  ☆148Updated 3 years ago
• ealcobaca / pymfe
  Python Meta-Feature Extractor package.
  ☆133Updated 11 months ago
• automl / LCBench
  A learning curve benchmark on OpenML data
  ☆30Updated 6 months ago
• automl / SMAC3
  SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
  ☆1,167Updated this week
• matthewjwoodruff / pareto.py
  Nondominated sorting for multi-objective problems
  ☆115Updated 6 years ago
• automl / ParameterImportance
  Parameter Importance Analysis Tool
  ☆77Updated 4 years ago
• Reiyan / pflacco
  Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems
  ☆23Updated last year
• automl / CAVE
  [deprecated] Configuration Assessment, Visualization and Evaluation
  ☆46Updated 2 years ago
• automl / HpBandSter
  a distributed Hyperband implementation on Steroids
  ☆616Updated 2 years ago
• automl / random_forest_run
  ☆38Updated 9 months ago
• herilalaina / mosaic_ml
  AutoML with MCTS
  ☆17Updated 3 years ago
• automl / fanova
  Functional ANOVA
  ☆124Updated 2 months ago
• udellgroup / oboe
  An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.
  ☆82Updated 3 years ago
• automl / pybnn
  Bayesian neural network package
  ☆147Updated 3 years ago
• slds-lmu / yahpo_gym
  Surrogate benchmarks for HPO problems
  ☆27Updated last week
• emlopt / emllib
  Empirical Model Learning Library
  ☆19Updated 2 years ago
• MLBazaar / BTB
  A simple, extensible library for developing AutoML systems
  ☆175Updated last year
• automl / PFNs4BO
  The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization
  ☆28Updated last year
• sigopt / evalset
  Benchmark suite of test functions suitable for evaluating black-box optimization strategies
  ☆51Updated 2 weeks ago