Rapid Generation of Rare Event Pathways Using Direction Guided Adaptive Sampling: From Ligand Unbinding to Protein (Un)Folding
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Nov 25, 2025 - Python
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rare-events
Here are 21 public repositories matching this topic...
Bayesian histograms for estimation of binary rare event rates, with fully automated bin pruning 📊
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Oct 14, 2021 - Jupyter Notebook
🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains
markov-model simulation markov-chain kinetic-monte-carlo markov-chains stochastic-processes stochastic-simulation-algorithm markov-process random-walk ctmc enhanced-sampling stochastic-simulation dtmc network-dynamics rare-events k-shortest-paths markovian-dynamics continuous-time-markov-chain simulation-algorithms
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Jul 29, 2021 - C++
Where do people look on images in average? At rare, thus surprising things! Let's compute them automatically
saliency-map saliency salient surprise rarity rare-events visual-attention rare-category-detection saliency-model saliency-prediction saliency-attentive-model saliency-analysis numediart-attention
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Jun 14, 2020
Learn to get started using DISCOTRESS with these tutorials! Then apply to your own Markov chains in ecology 🦜🌴 economics 💸📈 biophysics 🧬🦠 and more!
markov-model simulation markov-chain tutorials kinetic-monte-carlo markov-decision-processes stochastic-simulation-algorithm markov-process random-walk ctmc discrete-event-simulation stochastic-simulation dtmc network-dynamics rare-events markovian-dynamics markov-decision-process stochastic-dynamics
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Sep 12, 2021 - Brainfuck
Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing
reservoir-computing predictive-modeling rare-events critical-transitions data-driven-method multiscale-systems
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Dec 1, 2020 - Python
Software and data related to the paper "Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling"
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Jan 29, 2024 - Python
Cloning algorithm for measuring rare events from stochastic time series
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Jan 24, 2024 - Python
Visual Attention : what is salient in an image with DeepRare2019
saliency-map saliency rarity rare-events visual-attention saliency-model saliency-prediction saliency-attentive-model saliency-analysis deeprare2019
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Jun 9, 2020 - Python
This repository introduces E-IRFS, a general-purpose sampling method that boosts rare-class performance in long-tailed object detection datasets.
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Jul 24, 2025 - Python
A simple Python implementation for Rare Event Logit model of King and Zeng (2001)
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Oct 4, 2023 - Python
Bouncy Particle Sampler in rare event simulation
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Sep 13, 2019 - Jupyter Notebook
Rare events simulation on a football championship in Python
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Nov 22, 2017 - Python
Priority-guided seed-path/counterexample generation (proof of concept)
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Apr 25, 2025 - Python
Optimal control solution for conditioning of a random walk with exponentially distributed jump size in a cylinder
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Feb 8, 2021 - Mathematica
Bias in Logistic Regression with Rare Event Data
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Jun 21, 2023
julia code to simulate a simple molecular dynamics models
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Jun 18, 2022 - Julia
Source code of paper "Rare Events of Host Switching for Diseases using a SIR Model with Mutations"
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Jan 29, 2025 - Rust
Developing explainable multimodal AI models with hands-on lab on the life-cycle of rare event prediction in manufacturing @ AAAI-25
multimodality anomalies rare-events explainability event-prediction model-training-and-evaluation dynamic-process-ontology user-level-explanations
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Mar 9, 2025 - Jupyter Notebook
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