ProbNumDiffEq.jl
ProbNumDiffEq.jl: Probabilistic Numerical Solvers for Ordinary Differential Equations in Julia - Published in JOSS (2024)
vmrseq
An R package for detecting cell-to-cell variably methylated regions (VMRs) from single-cell bisulfite sequencing leveraging probabilistic models.
https://github.com/nixtla/hierarchicalforecast
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
https://github.com/cbg-ethz/pmhn
Personalised mutual hazard networks: fixed effects in cancer progression modeling
https://github.com/aspuru-guzik-group/dionysus
For analysis of calibration, performance, and generalizability of probabilistic models on small molecular datasets. Paper on RSC Digital Discovery: https://pubs.rsc.org/en/content/articlehtml/2023/dd/d2dd00146b
https://github.com/aaltoml/nonstationary-audio-gp
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
https://github.com/aliaksei135/uasgroundrisk
Risk quantification of UAS (drones) in the real world using OSM data.
https://github.com/alan-turing-institute/memorization
Code for "On Memorization in Probabilistic Deep Generative Models"
https://github.com/braindatalab/calibrain
Python framework for uncertainty estimation and calibration in EEG/MEG inverse source imaging.
NonparametricVI
Particle-based and nonparametric variational methods for approximate Bayesian inference and Probabilistic Programming
lymph-model
Python package for statistical modelling of lymphatic metastatic spread in head & neck cancer.
stochtree
Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference
https://github.com/atrcheema/ai4flowcam_data
probabilistic prediction of flowcam data with deep learning models
https://github.com/april-tools/squared-npcs
Squared Non-monotonic Probabilistic Circuits