mltheory / CS7545Links
☆23Updated last year
Alternatives and similar repositories for CS7545
Users that are interested in CS7545 are comparing it to the libraries listed below
Sorting:
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆176Updated last year
- Resources for education in statistics and machine learning: from advanced undergraduate to research level☆94Updated last year
- ☆189Updated 2 years ago
- ☆235Updated 2 years ago
- A package for conformal prediction with conditional guarantees.☆62Updated 6 months ago
- Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-t…☆41Updated 3 months ago
- Matlab Notebook for visualizing random matrix theory results and their applications to machine learning☆126Updated 2 years ago
- Repository for the course Probabilistic Machine Learning at Tübingen University☆26Updated 5 years ago
- Course materials for Advanced Topics in Statistical Learning, Spring 2024☆24Updated 2 months ago
- A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesi…☆56Updated last year
- DS-GA 3001: Tools and Techniques for Machine Learning (NYU Fall 2021)☆48Updated last year
- ☆25Updated last year
- Course materials for Advanced Topics in Statistical Learning, Spring 2023☆49Updated 2 months ago
- My notes from class☆71Updated 7 years ago
- Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023☆179Updated 2 years ago
- Probabilistic Inference Course, Department of Computing, Imperial College London, Spring 2023.☆17Updated 7 months ago
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆124Updated last year
- ☆27Updated 2 years ago
- Mutual information estimators and benchmark☆52Updated 8 months ago
- ☆11Updated 2 months ago
- Materials of the Nordic Probabilistic AI School 2023.☆90Updated last year
- ☆24Updated 3 years ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆28Updated 2 years ago
- Short tutorials on the use of machine learning methods for causal inference☆48Updated 2 years ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆421Updated 2 weeks ago
- ☆22Updated 2 years ago
- 🌀 Stanford CS 228 - Probabilistic Graphical Models☆88Updated 6 years ago
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆69Updated 10 months ago
- [Python] Comparison of empirical probability distributions. Integral probability metrics (e.g. Kantorovich metric). f-divergences (e.g. K…☆11Updated 2 years ago
- Extending Conformal Prediction to LLMs☆67Updated last year