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19 repositories

ECET
Public
Python
•0•1•0•0•Updated Apr 7, 2026Apr 7, 2026
HPO-B
Public
[NeurIPS DBT 2021] HPO-B
benchmark machine-learning hyperparameter-optimization
benchmark machine-learning hyperparameter-optimization state-of-the-art
Python
•
MIT License
•12•41•0•0•Updated Nov 8, 2025Nov 8, 2025
Zhyper
Public
Zhyper: Factorized Hypernetworks for Conditioned LLM Fine-Tuning
Python
•
Apache License 2.0
•0•2•0•0•Updated Oct 22, 2025Oct 22, 2025
QuickTune
Public
[ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
deep-learning optimization pretrained-models
deep-learning optimization pretrained-models hyperparameter-tuning finetuning model-hub
Python
•4•33•0•0•Updated Sep 7, 2025Sep 7, 2025
HPO-RL-Bench
Public
Python
•2•10•5•1•Updated Sep 3, 2025Sep 3, 2025
DeepPipe
Public
[KDD 2023] Deep Pipeline Embeddings for AutoML
machine-learning deep-learning automl
machine-learning deep-learning automl meta-learning pipeline-optimization deep-learning-pipelines transfer-hpo
Python
•
BSD 3-Clause "New" or "Revised" License
•2•17•0•0•Updated Jul 1, 2025Jul 1, 2025
RegularizedNeuralEnsemblersBenchmark
Public
Jupyter Notebook
•0•4•3•0•Updated Jun 24, 2025Jun 24, 2025
RegularizedNeuralEnsemblers
Public
Python
•0•1•0•0•Updated Jun 24, 2025Jun 24, 2025
Pipeline-Bench
Public
Python
•
MIT License
•0•0•0•0•Updated Jul 22, 2024Jul 22, 2024
DeepRankingEnsembles
Public
[ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization
deep-learning hyperparameter-optimization transfer-learning
deep-learning hyperparameter-optimization transfer-learning bayesian-optimization meta-learning ranking-loss deep-ensemble transfer-hpo
Python
•
MIT License
•1•15•0•1•Updated Mar 26, 2024Mar 26, 2024
Revisiting-MLPs
Public
Python
•1•11•0•0•Updated Feb 16, 2024Feb 16, 2024
DPL
Public
[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.
benchmark machine-learning natural-language-processing
benchmark machine-learning natural-language-processing computer-vision deep-learning tabular-data transformer hyperparameter-optimization mlp hyperparameter-tuning
Python
•
Apache License 2.0
•3•20•1•0•Updated Nov 12, 2023Nov 12, 2023
HPO4DL
Public
Python
•
Apache License 2.0
•0•2•0•0•Updated Oct 17, 2023Oct 17, 2023
releaunifreiburg.github.io
Public
Ruby
•0•0•0•0•Updated Oct 6, 2023Oct 6, 2023
DyHPO
Public
[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations
deep-learning neural-networks hyperparameter-optimization
deep-learning neural-networks hyperparameter-optimization convolutional-neural-networks gaussian-processes multi-armed-bandits hpo state-of-the-art deep-kernel-learning multi-fidelity
Python
•
Apache License 2.0
•1•13•0•0•Updated Apr 25, 2023Apr 25, 2023
WellTunedSimpleNets
Public
[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets
deep-learning tabular-data hyperparameter-optimization
deep-learning tabular-data hyperparameter-optimization feedforward-neural-network regularization hpo automl state-of-the-art neurips-2021
Python
•
Apache License 2.0
•16•90•2•1•Updated Feb 28, 2023Feb 28, 2023
RCGP
Public
Python
•0•4•0•0•Updated Nov 28, 2022Nov 28, 2022
AutoRL-Bench
Public
Python
•5•8•3•0•Updated Nov 22, 2022Nov 22, 2022
FSBO
Public
[ICLR 2021] Few Shot Bayesian Optimization
Python
•
BSD 3-Clause "New" or "Revised" License
•4•22•0•0•Updated Oct 17, 2022Oct 17, 2022

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ML Nuremberg

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All

19 repositories

ECET

HPO-B

Zhyper

QuickTune

HPO-RL-Bench

DeepPipe

RegularizedNeuralEnsemblersBenchmark

RegularizedNeuralEnsemblers

Pipeline-Bench

DeepRankingEnsembles

Revisiting-MLPs

DPL

HPO4DL

releaunifreiburg.github.io

DyHPO

WellTunedSimpleNets

RCGP

AutoRL-Bench

FSBO

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Repositories list

19 repositories