tengyuma / stats205_notesLinks
the public repo for stats205 scribe notes at Stanford University
☆14Updated 4 years ago
Alternatives and similar repositories for stats205_notes
Users that are interested in stats205_notes are comparing it to the libraries listed below
Sorting:
- Machine Learning Course Materials, Tsinghua IIIS☆19Updated 7 years ago
- ☆241Updated 3 years ago
- paper lists and information on mean-field theory of deep learning☆78Updated 6 years ago
- ☆68Updated 6 years ago
- Repository for my convex optimization course.☆53Updated 4 years ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆249Updated 3 months ago
- Seminar on Selected Tools☆24Updated 7 years ago
- This repository is no longer maintained. Check☆81Updated 5 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆69Updated 3 years ago
- Solutions to "Machine Learning: A Probabilistic Perspective"☆164Updated 4 years ago
- Reparameterize your PyTorch modules☆71Updated 5 years ago
- ☆84Updated 4 years ago
- ICLR 2021 Stats & Graphs☆31Updated 3 years ago
- ☆62Updated last year
- A pytorch implementation for the LSTM experiments in the paper: Why Gradient Clipping Accelerates Training: A Theoretical Justification f…☆46Updated 5 years ago
- Nonparametric Score Estimators, ICML 2020☆36Updated 4 years ago
- Code to reproduce experiments from 'Does Knowledge Distillation Really Work' a paper which appeared in the 2021 NeurIPS proceedings.☆33Updated 2 years ago
- Visualization of mean field and neural tangent kernel regime☆21Updated last year
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆173Updated 6 years ago
- Convolutional Neural Tangent Kernel☆112Updated 6 years ago
- ☆42Updated 2 years ago
- ☆30Updated 4 years ago
- Official NumPy Implementation of Deep Networks from the Principle of Rate Reduction (2021)☆60Updated 4 years ago
- ☆22Updated 4 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆132Updated 6 years ago
- 🌀 Stanford CS 228 - Probabilistic Graphical Models☆122Updated 7 years ago
- DeepOBS: A Deep Learning Optimizer Benchmark Suite☆109Updated 2 years ago
- More PRML Errata☆81Updated 3 years ago
- Paper Reading☆72Updated 7 years ago
- Distributed K-FAC preconditioner for PyTorch☆93Updated this week