ZizouHe / Machine-Learning
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
- Seminar on Selected Tools☆23Updated 6 years ago
- Numerical Experiments☆15Updated 7 years ago
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Updated 4 years ago
- the public repo for stats205 scribe notes at Stanford University☆13Updated 3 years ago
- [ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.☆42Updated 3 years ago
- Experiments with Neural ODEs and Adversarial Attacks☆44Updated 6 years ago
- Paper Reading☆73Updated 7 years ago
- ☆46Updated 7 years ago
- Code For Beyond Finite Layer Neural Network:Bridging Deep Architects and Numerical Differential Equations☆16Updated 5 years ago
- Summer course on mathematical theory of deep learning☆52Updated 5 years ago
- All you need for MATH5411 Advanced Probability, 2020 Fall, HKUST, Lecturer BAO Zhigang.☆54Updated 4 years ago
- [Neural Computation, MIT Press] The PyTorch Implementation of Variable Optimizers/ Neural Variable Risk Minimization proposed in our Neur…☆33Updated 3 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
- Learning To Stop While Learning To Predict☆34Updated 2 years ago
- Visualization of mean field and neural tangent kernel regime☆20Updated 9 months ago
- Pytorch implementation of TRP☆45Updated 4 years ago
- Nonparametric Score Estimators, ICML 2020☆36Updated 3 years ago
- The code for the NeurIPS19 paper and blog on "Uniform convergence may be unable to explain generalization in deep learning".☆10Updated 5 years ago
- CS 294-112 @ UCB Deep RL☆23Updated 2 years ago
- Stochastic algorithms for computing Regularized Optimal Transport☆57Updated 6 years ago
- Learning generative models with Sinkhorn Loss☆28Updated 6 years ago
- [ICML 2021] The official PyTorch Implementations of Positive-Negative Momentum Optimizers.☆28Updated 2 years ago
- CVPR 2019 paper "Disentangling Adversarial Robustness and Generalization".☆14Updated 5 years ago
- ☆10Updated 5 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.☆44Updated 5 years ago
- A quick test of SIREN on out-of-sample tasks☆13Updated 4 years ago
- Official PyTorch Implementation of Deep Networks from the Principle of Rate Reduction (2021)☆37Updated 4 years ago
- ICS Seminar 21, 2018 @ PKU☆18Updated 6 years ago
- Code for "Bridging the Gap between f-GANs and Wasserstein GANs", ICML 2020☆14Updated 4 years ago