15 skills found
biomedia-mira / DeepscmRepository for Deep Structural Causal Models for Tractable Counterfactual Inference
april-tools / Cirkita python framework to build, learn and reason about probabilistic circuits and tensor networks
april-tools / GekcsHow to Turn Your Knowledge Graph Embeddings into Generative Models
arranger1044 / Probabilistic CircuitsA curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.
lhnguyen102 / CuTAGICUDA implementation of Tractable Approximate Gaussian Inference
april-tools / Squared NpcsSquared Non-monotonic Probabilistic Circuits
ML-KULeuven / KlaySparse Circuits on the GPU (ICLR2025)
AndyShih12 / MacPyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022 Oral, TPM 2023 Best Paper Honorable Mention
april-tools / Gaspgasp! - GPU Accelerated Simplical Polynomial Integrator
Bayes-Works / TAGITractable Approximate Gaussian Inference
timrudner / FSVICode for the paper 'Tractable Function-Space Variational Inference in Bayesian Neural Networks'
ml-research / Tractable Dropout InferenceCode for our paper "Probabilistic Circuits That Know What They Don't Know".
treforevans / Direct[NeurIPS'18] Discrete relaxation of continuous variables for tractable variational inference
Bayes-Works / TAGI LSTMThis repos contains the matlab codes to reproduce the results for the paper "Coupling LSTM Neural Networks and State-Space Models through Analytically Tractable Inference" published in the International Journal of Forecasting.
april-tools / April Tools.github.ioheadquarters of the April team in Edinburgh
