rachtsingh / lgamma
Implementations of polygamma, lgamma, and beta functions for PyTorch
☆24Updated 7 years ago
Related projects: ⓘ
- A Python implementation of the gradient REBAR estimator.☆45Updated 6 years ago
- Implementation of Coulomb GANs☆62Updated 3 years ago
- Topics on theoretical, mathematical aspects of DL☆71Updated 7 years ago
- Implementation of "Variational Inference for Monte Carlo Objectives"☆21Updated 4 years ago
- Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)☆43Updated 6 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆38Updated 3 years ago
- Torch implementation of the Deep Network for Global Optimization (DNGO)☆51Updated 8 years ago
- Weight initialization schemes for PyTorch nn.Modules☆70Updated 7 years ago
- Variational Bayes for NN in Torch7 (http://papers.nips.cc/paper/4329-practical-variational-inference-for-neural-networks.pdf)☆10Updated 9 years ago
- Implementation of auxiliary deep generative models for semi-supervised learning☆28Updated 8 years ago
- ScatWave is a Torch implementation of scattering using CUDA☆21Updated 6 years ago
- Code release for the paper "Calibrating Energy-based Generative Adversarial Networks"☆23Updated 6 years ago
- A generic Monte Carlo method based on the Gumbel-Max trick.☆32Updated 8 years ago
- Columbia Advanced Machine Learning Seminar☆24Updated 6 years ago
- ☆47Updated this week
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆31Updated 8 years ago
- Code for the "Binding via Reconstruction Clustering" paper☆21Updated 8 years ago
- ☆17Updated 7 years ago
- Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteri…☆31Updated 4 years ago
- ☆54Updated this week
- Replication of the paper "Variational Dropout and the Local Reparameterization Trick" using Lasagne.☆33Updated 6 years ago
- ☆31Updated 7 years ago
- Forward-mode Automatic Differentiation for TensorFlow☆139Updated 6 years ago
- ☆12Updated this week
- Port of l-BFGS from Torch to Tensorflow☆9Updated 8 years ago
- ☆27Updated this week
- Annealed Importance Sampling (AIS) for generative models.☆16Updated 6 years ago
- ACDC: A Structured Efficient Linear Layer☆42Updated 8 years ago
- Recurrent modules for Torch☆27Updated 7 years ago
- Implementation of Policy Gradient algorithms in PyTorch. (Sequential, Distributed sync + async)☆9Updated 6 years ago