9 skills found
wandb / SweepsW&B Hyperparameter Sweep Engine. File sweeps related issues at the W&B client: https://github.com/wandb/client
NahidEbrahimian / Deep Learning PyTorchRepository for Deep Learning Mini-Project with PyTorch - Using wandb sweep for hyperparameter setting - Face age regression - Fashion mnist
neptune-ai / Neptune Optuna🚀 Optuna visualization dashboard that lets you log and monitor hyperparameter sweep live.
UrbsLab / Scikit ML Pipeline Binary NotebookAn (updated and expanded) rigorous, well documented machine learning analysis pipeline for binary classification datasets assembled as a Jupyter Notebook. Includes exploratory analysis, data processing, feature processing, ML modeling (13 algorithms) with hyperparameter sweeps, visualizations, and statistical analysis. A comprehensive starting point to adapt to your own dataset.
UrbsLab / ExSTraCS ML Pipeline Binary NotebookAn rigorous, well documented machine learning analysis pipeline for binary classification datasets assembled as a Jupyter Notebook. Includes exploratory analysis, data processing, feature processing, ML modeling (9 algorithms, including the original ExSTraCS algorithm) with hyperparameter sweeps, visualizations, and statistical analysis. A comprehensive starting point to adapt to your own dataset an as an example of how to integrate a non-scikit-learn ML algorithm into a comparative pipeline.
aimat-lab / AutoSlurmTool that writes slurm job scripts based on templates and starts them for you. Includes support for multi-task multi-GPU jobs, infinite chain jobs, and hyperparameter sweeps.
matthieuheitz / SweetsweepRun parameter sweeps and visualize results effortlessly
quadbio / Slurm SweepHyperparameter sweeps on SLURM clusters
WuTheFWasThat / Cdicta small library for combinatorial iters of dicts, useful for config/hyperparameter sweep management
