tengyuma / stats205_notesLinks
the public repo for stats205 scribe notes at Stanford University
โ14Updated 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:
- paper lists and information on mean-field theory of deep learningโ78Updated 6 years ago
- ๐ Stanford CS 228 - Probabilistic Graphical Modelsโ122Updated 6 years ago
- โ235Updated 2 years ago
- Machine Learning Course Materials, Tsinghua IIISโ18Updated 7 years ago
- ๐ฒ Stanford CS 228 - Probabilistic Graphical Modelsโ139Updated last year
- โ67Updated 6 years ago
- โ45Updated 4 years ago
- โ58Updated 10 months ago
- โ84Updated 4 years ago
- Repository for my convex optimization course.โ54Updated 4 years ago
- Tutorial on amortized optimization for learning to optimize over continuous domainsโ243Updated 6 months ago
- Solutions to "Machine Learning: A Probabilistic Perspective"โ162Updated 4 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networksโ50Updated 4 years ago
- Reproducible code for Augmentation paperโ17Updated 6 years ago
- A pytorch implementation for the LSTM experiments in the paper: Why Gradient Clipping Accelerates Training: A Theoretical Justification fโฆโ46Updated 5 years ago
- Convolutional Neural Tangent Kernelโ112Updated 5 years ago
- ICLR 2021 Stats & Graphsโ31Updated 3 years ago
- Visualization of mean field and neural tangent kernel regimeโ20Updated last year
- Tutorial on Generative Modeling: Interacting with Deep Generative Models for Content Creationโ20Updated 4 years ago
- More PRML Errataโ80Updated 2 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTKโ176Updated 5 years ago
- Nonparametric Score Estimators, ICML 2020โ36Updated 4 years ago
- โ85Updated 4 years ago
- Seminar on Selected Toolsโ23Updated 7 years ago
- โ41Updated 2 years ago
- This repository is no longer maintained. Checkโ81Updated 5 years ago
- Quick, visual, principled introduction to pytorch code through five colab notebooks.โ438Updated 8 months ago
- DeepOBS: A Deep Learning Optimizer Benchmark Suiteโ106Updated last year
- Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisitedโ37Updated 2 years ago
- แผฮฝฮฑฯฮฟฮผฮฎ is a PyTorch library to analyze representation of neural networksโ65Updated 3 months ago