tengyuma / cs229m_notesLinks
☆230Updated 2 years ago
Alternatives and similar repositories for cs229m_notes
Users that are interested in cs229m_notes are comparing it to the libraries listed below
Sorting:
- Welcome to the Awesome Feature Learning in Deep Learning Thoery Reading Group! This repository serves as a collaborative platform for sch…☆185Updated 6 months ago
- This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success o…☆278Updated last year
- Summer course on mathematical theory of deep learning☆52Updated 5 years ago
- 🌀 Stanford CS 228 - Probabilistic Graphical Models☆122Updated 6 years ago
- 🌲 Stanford CS 228 - Probabilistic Graphical Models☆135Updated 10 months ago
- Matlab Notebook for visualizing random matrix theory results and their applications to machine learning☆123Updated 2 years ago
- A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...☆330Updated this week
- Neural Tangent Kernel Papers☆115Updated 6 months ago
- Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)☆313Updated this week
- ☆187Updated 2 years ago
- LaTeX style file for the Journal of Machine Learning Research☆141Updated 11 months ago
- NTK reading group☆87Updated 5 years ago
- ☆140Updated last month
- ☆67Updated 6 years ago
- Course notes☆699Updated last year
- Solution and Useful Links☆59Updated 3 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆365Updated last year
- Solutions to "Machine Learning: A Probabilistic Perspective"☆162Updated 4 years ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆173Updated last year
- Tutorial on amortized optimization for learning to optimize over continuous domains☆243Updated 4 months ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆176Updated 5 years ago
- This introduces a suggestion of mathematical notation protocol for machine learning.☆472Updated 11 months ago
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆49Updated 3 years ago
- ☆70Updated 7 months ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆99Updated 5 months ago
- ☆233Updated last year
- Welcome to the 'In Context Learning Theory' Reading Group☆28Updated 8 months ago
- summer school materials☆44Updated last year
- 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…☆53Updated last year