kpoeppel / pytorch_probgraphLinks
A Library for Modelling Probabilistic Hierarchical Graphical Models in PyTorch
☆49Updated 5 years ago
Alternatives and similar repositories for pytorch_probgraph
Users that are interested in pytorch_probgraph are comparing it to the libraries listed below
Sorting:
- Hyperbolic (Poincare, Lorentz) Embeddings for TensorFlow☆55Updated 6 years ago
- Fast Differentiable Forest lib with the advantages of both decision trees and neural networks☆78Updated 3 years ago
- A user-centered Python package for differentiable probabilistic inference☆203Updated 5 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated 2 weeks ago
- Implementation of linear CorEx and temporal CorEx.☆37Updated 4 years ago
- Starter kit for the black box optimization challenge at Neurips 2020☆113Updated 5 years ago
- Variational inference for hierarchical dynamical systems☆48Updated last year
- Evolution Strategy Library☆55Updated 5 years ago
- A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")☆40Updated 5 years ago
- Open-source library for a reinforcement learning research.☆54Updated 2 years ago
- Statistical Rethinking with PyTorch and Pyro☆164Updated 4 months ago
- ☆117Updated last year
- Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)☆42Updated 3 years ago
- ☆51Updated last year
- Tutorial on the Convolutional Tsetlin Machine☆53Updated 4 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 6 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆190Updated 2 years ago
- Variational Fourier Features☆85Updated 4 years ago
- Adversarial Generation of Extreme Samples☆77Updated last year
- Automatic differentiation + optimization☆103Updated 6 years ago
- HOTTBOX: Higher Order Tensors ToolBOX.☆171Updated 5 years ago
- Compression algorithms (like the well-known zip file compression) can be used for machine learning purposes, specifically for classifying…☆35Updated 5 years ago
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆118Updated 4 years ago
- Understanding ML and deep learning through geometry☆157Updated 3 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆43Updated 4 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆191Updated 2 years ago
- Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer☆34Updated 6 years ago
- Embed arbitrary graphs in Hyperbolic space☆75Updated 3 years ago
- Code for "Neural causal learning from unknown interventions"☆104Updated 5 years ago
- Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available…☆68Updated 9 months ago