The Hellenic Complex Systems Laboratory (HCSL) GitHub repository.
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Updated
May 22, 2024 - Mathematica
The Hellenic Complex Systems Laboratory (HCSL) GitHub repository.
Sensitivity analysis using simulation decomposition
Official code for "ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference" (TMLR 2024)
Time series forecasting with PyTorch
A random forest
A small application demonstrating the central limit theorem using a Monte Carlo simulation
A toolkit for visualizations in materials informatics.
Forecast-blur-denoise forecasting model with PyTorch
Instance-based uncertainty estimation for gradient-boosted regression trees
A Python Library for Uncertain Knowledge Graph Reasoning
BaM (Bayesian Modeling) is a framework aimed at estimating a model using a bayesian approach and using it for prediction, with a particular focus on uncertainty quantification.
A curated list of trustworthy deep learning papers. Daily updating...
This project provides tools to simulate access strategies and cache-content advertisement schemes for distributed caching.
BioSTEAM's Premier Repository for Biorefinery Models and Results
Visualizations of distributions and uncertainty
PLanning and Acting with TImeliNes under Uncertainty
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
The official code repo for HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments, ICML 2024.
Model data as beliefs (at a certain time) about events (at a certain time).
Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler
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