automl Goto Github PK

2022_jair_dac_experiments

amltk

A build-it-yourself AutoML Framework

askl2.0_experiments

auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

auto-sklearn

Automated Machine Learning with scikit-learn

auto-sklearn-talks

Presentations on Auto-sklearn

autodl-contrib

Join us and be credited for AutoDL challenge - the next big thing in automated machine learning. Organized by Google, ChaLearn and 4Paradigm.

autodlcomp19

AutoDL Competition Scripts 2019

autofolio

Automated Algorithm Selection with Hyperparameter Optimization

automl-lab_decathlon

Repository for the AutoML Decathlon submission

automl_common

This repository holds shared utilities that AutoML frameworks may benefit from.

automl_sphinx_theme

Write easy documentations with the AutoML sphinx theme. No sphinx knowledge necessary. See the documentation to get a preview:

automl_template

A template that provides all the tools to ensure the same project setup across all AutoML packages.

automlbenchmark

automlcup2023

Code for the AutoMLCup 2023

autorl-landscape

autorl-org

The AutoRL.org site

autoweka

Auto-WEKA

awesome-transformer-search

A curated list of awesome resources combining Transformers with Neural Architecture Search

bibtex-cleaner

bo-afs

For BO: Select Acquisition Function (Schedule) with Meta-Learned Model Per-Run

boah

BOAH: Bayesian Optimization & Analysis of Hyperparameters

caafe

Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering" by Hollmann, Müller, and Hutter (2023).

carl

Benchmarking RL generalization in an interpretable way.

cave

[deprecated] Configuration Assessment, Visualization and Evaluation

chalearn_automatic_machine_learning_challenge_2015

configspace

Domain specific language for configuration spaces in Python/Cython. Useful for hyperparameter optimization and algorithm configuration.

cpr

Constraint Parameter Regularization

dac

Dynamic Algorithm Configuration

dac4automlcomp

DAC4AutoML Competition