[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.
☆16Nov 12, 2023Updated 2 years ago
Alternatives and similar repositories for DPL
Users that are interested in DPL are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations☆13Apr 25, 2023Updated 2 years ago
- [KDD 2023] Deep Pipeline Embeddings for AutoML☆17Jul 1, 2025Updated 7 months ago
- [ICLR 2021] Few Shot Bayesian Optimization☆22Oct 17, 2022Updated 3 years ago
- [NeurIPS DBT 2021] HPO-B☆41Nov 8, 2025Updated 3 months ago
- [ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How☆33Sep 7, 2025Updated 5 months ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 2 years ago
- HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models☆22Dec 6, 2024Updated last year
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆78Updated this week
- AutoML with MCTS☆18May 4, 2022Updated 3 years ago
- Surrogate benchmarks for HPO problems☆31May 26, 2025Updated 9 months ago
- A learning curve benchmark on OpenML data☆33Nov 29, 2024Updated last year
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆40Sep 18, 2025Updated 5 months ago
- Critical difference diagrams with Python and Tikz☆40Oct 1, 2024Updated last year
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Feb 28, 2023Updated 3 years ago
- Tutorial about noisy labels for SIBGRAPI 2020☆11Nov 6, 2020Updated 5 years ago
- AI Tool to Recommend Market Trade Ideas for Intraday Scalpers☆19Sep 28, 2025Updated 4 months ago
- MZ2SYNTH - a software synthesizer modellled on Yevgeny Murzin's ANS synthesizer☆20Updated this week
- Handcraft your development environment☆217Aug 2, 2014Updated 11 years ago
- Data and codes for BioBERT-MRC☆11Oct 5, 2021Updated 4 years ago
- Hypergraph Case-Based Reasoning☆12Jun 14, 2018Updated 7 years ago
- Auto Encoder on Tensorflow☆12Oct 18, 2017Updated 8 years ago
- Literature card game implementation: https://en.wikipedia.org/wiki/Literature_(card_game)☆10Sep 22, 2025Updated 5 months ago
- Command-line corpus tools☆10May 15, 2017Updated 8 years ago
- Library for working with 3D rotations in Matlab/Octave☆12Mar 18, 2022Updated 3 years ago
- A variation on Melinda Green's buddhabrot visualization technique.☆10Jan 16, 2019Updated 7 years ago
- [CVPR 2024] Efficient Hyperparameter Optimization with Adaptive Fidelity Identification☆11Jul 12, 2024Updated last year
- [IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen …☆10Mar 9, 2024Updated last year
- Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalm…☆24Dec 7, 2025Updated 2 months ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 2 years ago
- Official Repo for "Multi-objective Differentiable Neural Architecture Search"☆15Jul 12, 2024Updated last year
- nosqlapi is a library for building standard NOSQL python libraries.☆12Apr 5, 2022Updated 3 years ago
- Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.☆40Nov 26, 2021Updated 4 years ago
- ☆50Jul 25, 2024Updated last year
- ☆11May 31, 2023Updated 2 years ago
- Function annotations for Hylang!☆11Nov 12, 2014Updated 11 years ago
- Code for the "Bell-Boy" Project☆10Aug 31, 2019Updated 6 years ago
- Course materials for the IBioIC Introduction to Bioinformatics training course☆12Jun 4, 2017Updated 8 years ago
- Optimizing Hyperparameters with Conformal Quantile Regression☆10May 22, 2023Updated 2 years ago
- Simulate Evidence Accumulation Models in Python☆23Nov 16, 2021Updated 4 years ago