ZizouHe / Machine-LearningLinks
Machine Learning Course Materials, Tsinghua IIIS
☆17Updated 6 years ago
Alternatives and similar repositories for Machine-Learning
Users that are interested in Machine-Learning are comparing it to the libraries listed below
Sorting:
- Seminar on Selected Tools☆23Updated 7 years ago
- the public repo for stats205 scribe notes at Stanford University☆13Updated 3 years ago
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Updated 4 years ago
- Numerical Experiments☆15Updated 7 years ago
- Paper Reading☆73Updated 7 years ago
- Visualization of mean field and neural tangent kernel regime☆20Updated 10 months ago
- Experiments with Neural ODEs and Adversarial Attacks☆44Updated 6 years ago
- [ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.☆42Updated 3 years ago
- ☆35Updated 5 years ago
- Code For Beyond Finite Layer Neural Network:Bridging Deep Architects and Numerical Differential Equations☆16Updated 5 years ago
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Updated 2 years ago
- Summer course on mathematical theory of deep learning☆52Updated 5 years ago
- Pytorch implementation of TRP☆45Updated 4 years ago
- ☆21Updated 6 years ago
- Nonparametric Score Estimators, ICML 2020☆36Updated 3 years ago
- ☆46Updated 7 years ago
- Official PyTorch Implementation of Deep Networks from the Principle of Rate Reduction (2021)☆37Updated 4 years ago
- PKU燕园云战疫自动填写器☆21Updated 4 years ago
- Domain Adaptation as a Problem of Inference on Graphical Models☆29Updated 4 years ago
- ☆22Updated 2 years ago
- SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning☆23Updated 6 years ago
- [JMLR] TRADES + random smoothing for certifiable robustness☆14Updated 4 years ago
- Code for "Understanding l4-Based Dictionary Learning: Interpretation, Stability, and Robustness."☆8Updated 5 years ago
- Official NumPy Implementation of Deep Networks from the Principle of Rate Reduction (2021)☆60Updated 4 years ago
- ☆101Updated 5 years ago
- Codes for the paper "Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex"☆20Updated 4 years ago
- Code for "On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length", ICLR 2019☆11Updated 2 years ago
- The Search for Sparse, Robustness Neural Networks☆11Updated 2 years ago
- Code accompanying our paper "Finding trainable sparse networks through Neural Tangent Transfer" to be published at ICML-2020.☆13Updated 4 years ago
- ☆10Updated 5 years ago