[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets
☆89Feb 28, 2023Updated 3 years ago
Alternatives and similar repositories for WellTunedSimpleNets
Users that are interested in WellTunedSimpleNets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations☆14Apr 25, 2023Updated 3 years ago
- [ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization☆15Mar 26, 2024Updated 2 years ago
- [NeurIPS DBT 2021] HPO-B☆41Nov 8, 2025Updated 7 months ago
- ☆11Jun 23, 2026Updated last week
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆14Nov 5, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A learning curve benchmark on OpenML data☆34Nov 29, 2024Updated last year
- [ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How☆33Sep 7, 2025Updated 9 months ago
- Multi-modal meta-learning for time series regression☆27Jun 3, 2024Updated 2 years ago
- A framework for QuickTune☆16Jan 9, 2025Updated last year
- ☆19May 15, 2023Updated 3 years ago
- A demonstration of the attention mechanism with some toy experiments and explanations. Fork of greentfrapp/attention-primer with Tensorfl…☆12Apr 8, 2019Updated 7 years ago
- ☆14Jun 17, 2026Updated last week
- Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper☆264Oct 24, 2024Updated last year
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆46Sep 18, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆24Mar 31, 2025Updated last year
- ☆14Jun 13, 2022Updated 4 years ago
- In-context Freeze-Thaw Bayesian Optimization☆19Feb 20, 2026Updated 4 months ago
- Launching and monitoring Slurm experiments in Python☆33Updated this week
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆465Dec 6, 2021Updated 4 years ago
- Repository for Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification (NeurIPS 2024)☆43Nov 25, 2024Updated last year
- Research on Tabular Deep Learning: Papers & Packages☆1,145Apr 17, 2026Updated 2 months ago
- Implementation of RLNs, as described in https://arxiv.org/abs/1805.06440☆36Jun 13, 2018Updated 8 years ago
- ☆16Feb 2, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆216Mar 13, 2025Updated last year
- RAPIDS data science. No setup required.☆22Mar 30, 2021Updated 5 years ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆68Jun 11, 2024Updated 2 years ago
- Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery☆17Apr 2, 2026Updated 2 months ago
- ☆508Aug 18, 2024Updated last year
- Bayesian algorithm execution (BAX)☆56Sep 3, 2021Updated 4 years ago
- Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.☆420Updated this week
- NAACL 2022: Can Rationalization Improve Robustness? https://arxiv.org/abs/2204.11790☆27Nov 21, 2022Updated 3 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆94Mar 17, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Deep Semi-Supervised Learning with Holistic methods for audio classification.☆11Dec 14, 2024Updated last year
- Surrogate benchmarks for HPO problems☆33May 26, 2025Updated last year
- This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help …☆24Jan 31, 2023Updated 3 years ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆413Apr 16, 2025Updated last year
- KTH Deep Learning advanced (DD2412) project. Task: Reproducing FixMatch and investigating on Noisy (Pseudo) Labels and confirmation Erro…☆10Jul 15, 2021Updated 4 years ago
- An automated feature engineering framework 'FETCH' accepted in ICLR 2023.☆11Jun 20, 2023Updated 3 years ago
- [NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)☆23Dec 9, 2020Updated 5 years ago