joanbruna / MathsDL-spring19
Mathematics of Deep Learning, Courant Insititute, Spring 19
☆272Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for MathsDL-spring19
- Topics course Mathematics of Deep Learning, NYU, Spring 18☆538Updated last year
- MLSS2019 Tutorial on Bayesian Deep Learning☆90Updated 4 years ago
- Understanding normalizing flows☆131Updated 4 years ago
- Course webpage for COMP 790, (Deep) Learning from Limited Labeled Data☆302Updated 4 years ago
- ☆274Updated 4 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆183Updated last year
- The collection of recent papers about variational inference☆84Updated 5 years ago
- The collection of papers about combining deep learning and Bayesian nonparametrics☆118Updated 5 years ago
- EE227C (Spring 2018) Course page☆217Updated 3 years ago
- Code for paper: "Support Vector Machines, Wasserstein's distance and gradient-penalty GANs maximize a margin"☆179Updated 4 years ago
- ☆195Updated 3 months ago
- ICLR Reproducibility Challenge 2019☆219Updated 5 years ago
- Implementing Bayes by Backprop☆182Updated 5 years ago
- ☆259Updated 5 years ago
- Personal and biased selection of ML resources☆146Updated 4 years ago
- ☆264Updated 4 years ago
- Deep learning course CE7454, 2019☆189Updated 5 years ago
- Differentiable Optimization-Based Modeling for Machine Learning☆326Updated 5 years ago
- ☆159Updated 3 months ago
- Code and assignment repository for the Imperial College Mathematics department Deep Learning course☆262Updated 5 years ago
- Materials of the Nordic Probabilistic AI School 2019.☆130Updated 4 years ago
- Graduate topics course on learning discrete latent structure.☆66Updated 5 years ago
- Some example scripts on pytorch☆197Updated 3 years ago
- ☆124Updated 6 years ago
- Code for Neural Arithmetic Units (ICLR) and Measuring Arithmetic Extrapolation Performance (SEDL|NeurIPS)☆145Updated 3 years ago
- paper lists and information on mean-field theory of deep learning☆75Updated 5 years ago
- Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)☆94Updated last year
- Hypergradient descent☆138Updated 5 months ago