alan-turing-institute / mathematics-of-ml-courseLinks
☆43Updated 3 years ago
Alternatives and similar repositories for mathematics-of-ml-course
Users that are interested in mathematics-of-ml-course are comparing it to the libraries listed below
Sorting:
- Materials for The Alan Turing Institute's Research Software Engineering course☆262Updated 8 months ago
- Materials for Hawley's Deep Learning & AI Ethics course☆43Updated last month
- Repository for ML in Practice Course at CMU (10-718)☆70Updated last month
- Following along with Statistical Rethinking text on Bayesian modeling by McElreath☆68Updated 5 years ago
- Resources for education in statistics and machine learning: from advanced undergraduate to research level☆103Updated last year
- Lecture Notes on Statistical Inference☆77Updated last year
- ☆108Updated last year
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆177Updated last year
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆174Updated last year
- A course on imprecise probabilistic machine learning☆113Updated last week
- Neat Bayesian machine learning examples☆58Updated last month
- Tutorials and sampling algorithm comparisons☆79Updated this week
- A statistical toolkit for scientific discovery using machine learning☆79Updated last year
- Materials of the Nordic Probabilistic AI School 2022.☆181Updated 3 years ago
- Talks / presentations / tutorials about Fairlearn and fairness in ML☆22Updated 3 years ago
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆75Updated 2 years ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆224Updated last year
- Materials of the Nordic Probabilistic AI School 2023.☆91Updated 2 years ago
- ☆22Updated 2 years ago
- ☆194Updated 2 years ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆227Updated last year
- Material for STATS271: Applied Bayesian Statistics (Spring 2021)☆28Updated 4 years ago
- sktime - python toolbox for time series: pipelines and transformers☆25Updated 3 years ago
- ☆90Updated 2 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 3 years ago
- The Recognizing, Exploring, and Articulating Limitations in Machine Learning research tool (REAL ML) is a set of guided activities to hel…☆52Updated 3 years ago
- Course materials for Advanced Topics in Statistical Learning, Spring 2023☆50Updated 5 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- Bayesian Bandits☆68Updated 2 years ago
- Course materials for Advanced Topics in Statistical Learning, Spring 2024☆26Updated 5 months ago