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Top 8 hyperparameter-search open source projects

Sequential model-based optimization with a `scipy.optimize` interface

✭ 2,258

python shell Makefile machine-learning optimization scientific-computing binder bayesian-optimization visualization scikit-learn scientific-visualization hyperparameter-optimization bayesopt hacktoberfest hyperparameter-tuning hyperparameter hyperparameter-search sequential-recommendation

Auto Sklearn

Automated Machine Learning with scikit-learn

✭ 5,916

python scikit-learn automl hyperparameter-optimization meta-learning bayesian-optimization hyperparameter-tuning automated-machine-learning smac hyperparameter-search metalearning

Ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

✭ 3,570

python objective c deep-learning machine-learning pytorch tensorflow keras reinforcement-learning hyperparameter-search experiment-track

Auto-Surprise

An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning 🚀

✭ 19

python machine-learning recommender-system hyperopt hyperparameter-tuning automl automated-machine-learning hyperparameter-search surprise tpe

Tiny-Imagenet-200

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

✭ 68

python shell anaconda imagenet convolutional-neural-networks hyperparameter-search tiny-imagenet200 tiny-imagenet

maggy

Distribution transparent Machine Learning experiments on Apache Spark

✭ 83

python spark hyperparameter-optimization hyperparameter-tuning automl hyperparameter-search blackbox-optimization ablation ablation-studies ablation-study

benderopt

Black-box optimization library

✭ 84

Jupyter Notebook python machine-learning deep-learning optimization automl hyperparameter-search mlops

1-8 of 8 hyperparameter-search projects