18 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
Tractables / ProbabilisticCircuits.jlProbabilistic Circuits from the Juice library
mm842 / LobpyPython package for a class of tractable SPDE models for limit order book modeling
trappmartin / SumProductNetworks.jlSum-product networks in Julia.
ML-KULeuven / KlaySparse Circuits on the GPU (ICLR2025)
arranger1044 / DEBDA collection of commonly used datasets as benchmarks for density estimation in MaLe
rsarfati / THANKEstimation of tractable heterogeneous-agent New-Keynesian model.
AndyShih12 / MacPyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022 Oral, TPM 2023 Best Paper Honorable Mention
MuonRay / QuantumNetworkSimulationsA series of simulation codes used to emulate quantum-like networks in the simulation of emergent adaptive behavior, such as network synchronization, and relate the nature of the coupled harmonic oscillators with non-local behavior and chimera states in systems of quantum particles. Coding Used is based on mathematical modelling of transport in quantum many-body systems and networks made tractable using the quantum newtons cradle. A full showcase of this project is discussed in the following videos:https://www.youtube.com/watch?time_continue=115&v=WX3Ds_xCOaE
AlCorreia / Cm TpmCode in support of the paper Continuous Mixtures of Tractable Probabilistic Models
trappmartin / AdvancedProbabilisticCircuits.jlProbabilistic Circuits in Julia
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.
bplab-compbio / DrugMapThe bedside arrival of blockbuster medicines like ibrutinib and osimertinib changed the narrative on oncogene-driven cancers. How? Cysteine. Reporting in 2024, Takahashi et al. comprehensively map the covalently targetable cysteines across 416 cancer models, defining biological and structural principles of target tractability. Welcome to DrugMap.
laurago894 / HwAwareProbCode for the paper or the paper "Towards Hardware-Aware Tractable Learning of Probabilistic Models" (NeurIPS 2019)
fintzij / BDAepimodelTractable fitting of stochastic epidemic models via Bayesian data augmentation.
hahaXD / Psdd NipsA package implements " Tractable Operations for Arithmetic Circuits of Probabilistic Models " (PSDD)
hayasick / FabsbmAn implementation of a tractable fully Bayesian method for the stochastic block model.
