scikit-optimize

There are 0 repository under scikit-optimize topic.

hyperparameter-optimization
solegalli / hyperparameter-optimization
Code repository for the online course Hyperparameter Optimization for Machine Learning
data-science hyperopt hyperparameter-optimization machine-learning optuna python scikit-optimize
Language:Jupyter Notebook 128
sambo
sambo-optimization / sambo
🎯 📈 Sequential And Model-Based Optimization with SCE-UA, SMBO, and SHGO algos. No deps—SOTA perfomance.
bayesian-optimization blackbox-optimization global-optimization global-optimization-algorithms sce-ua scikit-learn scikit-optimize scipy-optimize surrogate-based-optimization bayesopt hyperparameter-optimization hyperparameter-tuning machine-learning partial-dependence-plot scientific-computing hyperparameter-search optimize optimization-tools hydrological-modelling optimization-algorithms
Language:Python 24
krik8235 / ml-sales-prediction
ML system for sales prediction leveraging PyTorch and LightGBM models, managed by an MLOps pipeline using DVC and Prefect for data lineage and orchestration. Deployed as a serverless microservice on AWS Lambda via ECR/Docker. Secured by a CI/CD pipeline w/ Synk and quality gates.
deep-neural-networks optuna pytorch dvc prefect aws lightgbm svr containerized serverless shap
Language:Python 12
shubh1608 / Jupyter-Notebook-Template
Jupyter Notebook Templates for quick prototyping of machine learning solutions
lux pycaret scikit-learn scikit-optimize python shapley jupyter-notebooks imbalanced-learning hyperparameter-optimization pandas-profiling
Language:Jupyter Notebook 8
joeanton719 / useful_codes
codes related to hyperparameter tuning and some classes, functions, etc. I have created to optmize classification problems (Continuously being updated ).
machine-learning hyperparameter-optimization optuna hyperopt grid-search-hyperparameters random-search scikit-optimize classification-model regression-models feature-selection
Language:Jupyter Notebook 1
erland-ramadhan / ML-on-Any-Table
Web App for training Random Forest model on any table conveniently.
css flask html intel javascript numpy pandas random-forest scikit-learn scikit-optimize seaborn webapp
Language:Python 0
FKENZOLS / classification_disease_project
ML classification project.
classification feature-engineering hyperparameters machinelearning ml python scikit-learn scikit-optimize tuning tuning-parameters
Language:Jupyter Notebook 0
AugustUnderground / baceball
Bayesian Methods with ACE
analog-circuit bayesian-optimization hy optimization scikit-optimize visualization
Language:Hy
Junyingli510 / Trendline_equation
This is trendline equation script!
numpy pandas matplotlib scikit-optimize python python-scikit-optimize trendline-equation trendline
Language:Python
k-karna / bayesian_optimization
Basics exploration with different kernel, surrogate model & acquistion function
bayesian-optimization scikit-optimize
Language:Jupyter Notebook
rembertdesigns / F1-car-setup-optimizer
An interactive F1 engineering workbench built with Streamlit and Bayesian Optimization. Designed for racing fans, data scientists, and engineers to explore optimal car setups by balancing lap time, tire wear, and handling performance.
bayesian-optimization data-science data-visualization engineering f1 formula-1 python scikit-learn scikit-optimize simulation streamlit
Language:Python