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GitHub topics: perturbation-analysis

epigen/mixscape_seurat

A Snakemake workflow and MrBiomics module for performing perturbation analyses of pooled (multimodal) CRISPR screens with sc/snRNA-seq read-out (scCRISPR-seq) powered by the R package Seurat's method Mixscape.

Language: R - Size: 114 KB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 24 - Forks: 2

theislab/regvelo

inferring regulatory cellular dynamics

Language: Python - Size: 70.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 54 - Forks: 6

DelSquared/Brownian-Motion

Python solver for the Brownian, Stochastic, or Noisy Differential Equations

Language: Python - Size: 1.73 MB - Last synced at: 3 months ago - Pushed at: about 7 years ago - Stars: 12 - Forks: 2

Wondermongering/LinguisticPerturber

Probing linguistic robustness in transformers: a quantum-inspired approach to AI interpretability

Language: Python - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mjg211/phaseR

Development version of phaseR, an R package for phase plane analysis of one- and two-dimensional autonomous ODE systems

Language: R - Size: 2.38 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 3

roberto1648/adversarial-perturbations-on-images-and-videos

Code and data from the paper "Targeted Nonlinear Adversarial Perturbations in Images and Videos".

Language: Jupyter Notebook - Size: 83.2 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 11 - Forks: 3

auroramaurizio/PEAR

PEAR is a Python program that takes advantage of Petri nets and logical conditions to develop a screening tool aimed at studying the effect of perturbations in interconnected systems.

Language: Python - Size: 115 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

auroramaurizio/GRAPE

GRAph Parallel Environment

Language: Python - Size: 5.87 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 3

swamiviv/guided_perturbations

Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks

Language: Python - Size: 339 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

emilbiju/MaxScatterTSP

Perturbation Analysis of Practical Algorithms for the Maximum Scatter Travelling Salesman Problem @ ALENEX '22

Language: C++ - Size: 5.35 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

cristopherarenas/cc5_perturbation_analysis

Perturbation Analysis for Parabolic Partial Differential Equations

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Related Keywords
perturbation-analysis 11 safety-monitoring 2 screening 2 python-package 2 damage-propagation 2 adversarial-examples 2 petri-nets 1 interconnection 1 explainable-artificial-intelligence 1 adversarial-networks 1 adversarial-learning 1 van-der-pol 1 species-interactions 1 sir-model 1 phase-plane 1 morris-lecar 1 modeling-dynamic-systems 1 manifolds 1 lotka-volterra 1 ecological-modelling 1 dynamical-systems 1 differential-equations 1 biological-modeling 1 partial-differential-equations 1 numerical-methods 1 multiscale-simulation 1 finite-difference 1 fast-fourier-transform 1 travelling-salesman-problem 1 approximation-algorithms 1 uncertainty-neural-networks 1 semantic-segmentation 1 deep-learning 1 cnn 1 adversarial-machine-learning 1 toplogy 1 ships 1 risk-management 1 reconfiguration 1 interconnected-systems 1 hpc 1 graph-theory-algorithms 1 failure-analysis 1 word-embeddings 1 langevin-equations 1 langevin-dynamics 1 langevin-diffusion 1 langevin 1 euler-method 1 brownian-motion 1 brownian-dynamics 1 single-cell-dynamics 1 rna-velocity-estimation 1 grn-inference 1 generative-model 1 workflow 1 visualization 1 snrna-seq 1 snakemake 1 single-cell 1 scrna-seq 1 sccrispr-seq 1 biomedical-data-science 1 bioinformatics 1 transformer-models 1 probabilistic-models 1 natural-language-processing 1 machine-learning 1 language-model-analysis 1 computational-linguistics 1 ai-safety 1 ai-interpretability 1 stochastic-processes 1 stochastic-differential-equations 1 runge-kutta-methods 1 random-walk 1 oscillator 1 ode-solver-stochastic 1 ode-solver 1 non-equilibrium 1 noisy-systems 1 noisy-differential-equations 1 noise-maps 1 midpoint-method 1