AutoML-Freiburg-Hannover

Repositories

• auto-sklearn

  Automated Machine Learning with scikit-learn

  scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning smac
  1 package Python 949 4,963 103 (7 issues need help) 15 Updated Nov 3, 2020

• ConfigSpace
  Python 52 119 30 3 Updated Nov 3, 2020

• HPOlib2
  Python Apache-2.0 3 7 12 1 Updated Nov 2, 2020

• SMAC3

  Sequential Model-based Algorithm Configuration

  configuration hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning hyperparameter-search
  Python 152 529 65 (1 issue needs help) 6 Updated Nov 1, 2020

• NASLib

  NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
  Python Apache-2.0 0 13 0 0 Updated Oct 30, 2020

• Auto-PyTorch

  Automatic architecture search and hyperparameter optimization for PyTorch
  Python Apache-2.0 127 1,028 22 4 Updated Oct 27, 2020

• nasbench301
  Python Apache-2.0 1 16 0 0 Updated Oct 26, 2020

• pynisher
  Python MIT 0 0 0 0 Updated Sep 29, 2020

• DEHB
  Python 0 0 0 0 Updated Sep 23, 2020

• AutoDLComp19

  AutoDL Competition Scripts 2019
  Python Apache-2.0 2 2 15 1 Updated Sep 10, 2020

• HpBandSter

  a distributed Hyperband implementation on Steroids

  hyperparameter-optimization bayesian-optimization automl automated-machine-learning neural-architecture-search
  Python BSD-3-Clause 90 416 41 10 Updated Sep 6, 2020

• plotting_scripts
  Python 0 0 0 0 Updated Aug 24, 2020

• DE-NAS
  Jupyter Notebook 1 4 0 0 Updated Aug 13, 2020

• HPOlib1.5
  Python GPL-3.0 30 68 8 3 Updated Aug 6, 2020

• LTO-CMA

  Code for the paper "Learning Step-Size Adaptation in CMA-ES"
  Python Apache-2.0 0 0 0 0 Updated Aug 4, 2020

• nes

  Neural Ensemble Search for Performant and Calibrated Predictions
  Python Apache-2.0 2 9 0 0 Updated Jul 28, 2020

• DEHB-old Archived
  Python 1 1 0 0 Updated Jul 29, 2020

• RobustDARTS

  Understanding and Robustifying DARTS
  Python Apache-2.0 26 119 0 0 Updated Jul 21, 2020

• ICGen

  Image Classification Dataset Generator
  Python MIT 1 1 0 0 Updated Jul 15, 2020

• SPaCE

  Code for the experiments in "Towards Self-Paced Context Evaluation for Contextual Reinforcement Learning"

  reinforcement-learning curriculum-learning self-paced-learning
  Python Apache-2.0 1 1 0 0 Updated Jul 2, 2020

• CAVE

  Configuration Assessment, Visualization and Evaluation
  Python BSD-3-Clause 9 35 18 0 Updated Jul 1, 2020

• ParameterImportance

  Parameter Importance Analysis Tool
  Python 16 68 12 3 Updated Jun 29, 2020

• fanova

  Forked from frank-hutter/fanova

  Functional ANOVA
  Python 44 90 14 0 Updated Jun 24, 2020

• TabularTempoRL

  Code for the paper "Towards TempoRL: Learning When to Act"

  reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments
  Python Apache-2.0 1 4 0 0 Updated Jun 23, 2020

• BOAH

  BOAH: Bayesian Optimization & Analysis of Hyperparameters
  Python Apache-2.0 8 43 3 2 Updated Jun 17, 2020

• learna

  End-to-end RNA Design using deep reinforcement learning
  Python 10 37 0 1 Updated Jun 14, 2020

• nasbench-1shot1
  Python Apache-2.0 11 38 1 0 Updated Apr 22, 2020

• automlbenchmark

  Forked from openml/automlbenchmark
  Jupyter Notebook MIT 52 0 0 0 Updated Mar 18, 2020

• autodl-contrib

  Forked from nierth/autodl-contrib

  Join us and be credited for AutoDL challenge - the next big thing in automated machine learning. Organized by Google, ChaLearn and 4Paradigm.
  Jupyter Notebook 6 0 0 0 Updated Mar 5, 2020

• LCBench

  A learning curve benchmark on OpenML data
  Jupyter Notebook Apache-2.0 3 6 1 0 Updated Feb 28, 2020