joanbruna / ir18Links
Inference and Representation (DS-GA-1005, CSCI-GA.2569), fall 18
☆67Updated 6 years ago
Alternatives and similar repositories for ir18
Users that are interested in ir18 are comparing it to the libraries listed below
Sorting:
- Edward content including papers, posters, and talks☆92Updated 4 years ago
- Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)☆95Updated 2 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆186Updated last year
- ☆78Updated 8 years ago
- Gaussian Processes in Pytorch☆75Updated 5 years ago
- Experiments in Bayesian Machine Learning☆69Updated 6 years ago
- Columbia Advanced Machine Learning Seminar☆24Updated 7 years ago
- Implementation of Stochastic Gradient MCMC algorithms☆41Updated 8 years ago
- NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.☆64Updated 7 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Updated 4 years ago
- NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.☆67Updated 6 years ago
- Probabilistic Programming and Statistical Inference in PyTorch☆110Updated 8 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 6 years ago
- Off the convex path☆67Updated 2 years ago
- Graduate topics course on learning discrete latent structure.☆67Updated 6 years ago
- NeurIPS workshop on Advances in Approximate Bayesian Inference☆48Updated 3 months ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago
- Collection of probabilistic models and inference algorithms☆241Updated 5 years ago
- ☆31Updated 7 years ago
- Deep exponential families (DEFs)☆55Updated 7 years ago
- ☆64Updated 7 years ago
- Code for the paper Implicit Weight Uncertainty in Neural Networks☆65Updated 5 years ago
- Repo for a paper about constructing priors on very deep models.☆73Updated 9 years ago
- A public wiki for the deep learning reading group at UC Berkeley☆27Updated 8 years ago
- Mathematics of Deep Learning, Courant Insititute, Spring 19☆277Updated 6 years ago
- Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteri…☆30Updated 5 years ago
- ☆62Updated 8 years ago
- Deep Learning DTU summer school 2015☆23Updated 9 years ago
- A Python library for reinforcement learning using Bayesian approaches☆54Updated 10 years ago
- DS-GA-1011 Natural Language Processing with Representation Learning☆81Updated 7 years ago