hyperparameter-optimization topic
hypertunity
A toolset for black-box hyperparameter optimisation.
seml
SEML: Slurm Experiment Management Library
codeflare
Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.
BOML
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
chocolate
A fully decentralized hyperparameter optimization framework
cmaes
Python library for CMA Evolution Strategy.
Hyperopt-Keras-CNN-CIFAR-100
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Intrusion-Detection-System-Using-Machine-Learning
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
skypilot
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
deephyper
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks