Pinned Repositories
DeepPipe
[KDD 2023] Deep Pipeline Embeddings for AutoML
DeepRankingEnsembles
[ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization
FSBO
[ICLR 2021] Few Shot Bayesian Optimization
HPO-B
[NeurIPS DBT 2021] HPO-B
QuickTune
[ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
auto-sklearn
Automated Machine Learning with scikit-learn
finetuning_text_classifiers
A simple code-base for finetuning Large Language Models for classification tasks.
machine-learning-codes
MMAML-TSR
Multi-modal meta-learning for time series regression
time-series-meta-learning
Exploration of time series meta-learning algorithms
sebastianpinedaar's Repositories
sebastianpinedaar/MMAML-TSR
Multi-modal meta-learning for time series regression
sebastianpinedaar/time-series-meta-learning
Exploration of time series meta-learning algorithms
sebastianpinedaar/finetuning_text_classifiers
A simple code-base for finetuning Large Language Models for classification tasks.
sebastianpinedaar/machine-learning-codes
sebastianpinedaar/auto-sklearn
Automated Machine Learning with scikit-learn
sebastianpinedaar/autopnp
sebastianpinedaar/chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
sebastianpinedaar/deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
sebastianpinedaar/German-Traffic-Signs-Detector
sebastianpinedaar/HPO-B
[NeurIPS DBT 2021] HPO-B
sebastianpinedaar/HPOBenchExperimentUtils
Experiment code to run large-scale experimente with HPOBench
sebastianpinedaar/DeepRankingEnsembles
[ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization
sebastianpinedaar/MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
sebastianpinedaar/meta-learn-from-LC
sebastianpinedaar/QTT
A framework for QuickTune
sebastianpinedaar/supervised-avanzado-german-traffic-signs
sebastianpinedaar/supervised-intermedio-titanic
sebastianpinedaar/tsc_transferhpo
Transfer HPO in Time Series Classification