VincentGranville / Statistical-Optimization
Statistical optimization for AI and machine learning
☆58Updated 5 months ago
Alternatives and similar repositories for Statistical-Optimization
Users that are interested in Statistical-Optimization are comparing it to the libraries listed below
Sorting:
- Research on number theory conjectures, leading to the development of new machine learning techniques, initially applied to math problems …☆21Updated this week
- My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeratio…☆39Updated 3 months ago
- This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A …☆49Updated 2 years ago
- Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several f…☆93Updated 8 months ago
- Includes material (code + description) that I turned into notebooks☆51Updated last year
- Python Feature Engineering Cookbook, Third Edition, published by Packt☆54Updated last week
- Official repository for the book Time Series Forecasting with Foundation Models☆22Updated last month
- Material related to my book Intuitive Machine Learning. Some of this material is also featured in my new book Synthetic Data and Generati…☆112Updated last year
- Visualizations for machine learning, high dimensional data, including creation of MP4 videos and animated Gifs in Python.☆29Updated last year
- Slides for "Feature engineering for time series forecasting" talk☆61Updated 2 years ago
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆43Updated 3 weeks ago
- Forecasting: Principles and Practice☆59Updated 3 years ago
- An end-to-end tutorial to forecast the M5 dataset using feature engineering pipelines and gradient boosting.☆16Updated 2 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆104Updated last year
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆21Updated last year
- ☆17Updated 7 months ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- Modern Time Series Forecasting with Python 2E, Published by Packt☆132Updated last week
- Repository for GH public projects☆18Updated last year
- A demo of the Mito Streamlit Spreadsheet☆18Updated last year
- Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expect…☆43Updated last year
- The Regularization Cookbook, published by Packt☆12Updated 3 months ago
- Workshop for Open Data Science Conference East 2022☆10Updated 2 years ago
- This repo houses my VN1 Forecasting Notebook for Phase One.☆16Updated 6 months ago
- Repository with data, starter notebooks, and solution notebooks for my course Applied Time Series Forecasting in Python☆51Updated 4 months ago
- Code repository for the book feature selection in machine learning☆29Updated last month
- ☆13Updated 10 months ago
- GitHub repository for deep forecasting courses owned and maintained by prof. Jahangiry☆26Updated 2 weeks ago
- ☆12Updated 11 months ago
- Example Notebooks contributed by pycaret community!☆42Updated 2 years ago