MLPro: Integration Hyperopt

Code repository for the online course Hyperparameter Optimization for Machine Learning

A convenient FreqTrade wrapper-library that makes it easy to develop algorithmic trading strategies.

Tree-of-Parzen-estimators hyperparameter optimization

Different techniques to tune the hyperparameter of machine learning models.

A machine learning solution predicting patient no-shows in healthcare appointments. This project integrates EDA, data processing, feature engineering, and XGBoost modeling, with a workflow spanning from Snowflake data retrieval to AWS deployment (S3, SageMaker, Lambda, API Gateway), aiming to enhance appointment management in medical ERP systems.

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

A collection of machine learning use cases in fintech

Data Science Professional course

Predictive model for loan defaulters using LightGBM, HyperOpt and SHAP model interpretation.

Machine Learning Tool Box

re-run freqtrade hyperopt indefinitely with this bash shell script

📊 Comparison of Bayesian hyperparameter optimization libraries in python

In this project we predict fracture position by oil production data and predict optimal prod well position for best oil production

[Kaggle Submission] -Using XGBRegressor with shap, grid search and hyperopt to predict house prices

study of hyperparameter tuning methods

Представлены основные работы связанные с анализом данных и машинным обучением

Kakapo (KAH-kə-poh) implements a standard set of APIs for outlier detection at scale on Databricks. It provides an integration of the vast PyOD library of outlier detection algorithms with MLFlow for tracking and packaging of models and hyperopt for exploring vast, complex and heterogeneous search spaces.

An AI based technique to determine which employee going to leave or stay in the company.

Isn't that what we all want? Our money to go many? Well that's what this framework/strategy hopes to do for you! By giving you & HyperOpt a lot of signals to alter the weights from.