GitHub topics: causality-analysis
Center-For-Complex-Systems-Science/causationentropy
Implementation of Causation Entropy from Clarkson Center for Complex Systems Science (C3S2)
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erdogant/bnlearn
Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.
Language: Jupyter Notebook - Size: 41.7 MB - Last synced at: 2 days ago - Pushed at: 7 days ago - Stars: 536 - Forks: 51
mrosol/Nonlincausality
Python package for Granger causality test with nonlinear forecasting methods.
Language: Python - Size: 213 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 18
rguo12/awesome-causality-algorithms
An index of algorithms for learning causality with data
Size: 208 KB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 3,182 - Forks: 468
cdt15/lingam
Python package for causal discovery based on LiNGAM.
Language: Python - Size: 7.07 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 439 - Forks: 68
deepcausality-rs/deep_causality
Hyper-geometric computational causality for Rust
Language: Rust - Size: 15 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 203 - Forks: 13
psychbruce/DPI
🛸 The Directed Prediction Index (DPI): Quantifying Relative Endogeneity of Outcome Versus Predictor Variables.
Language: R - Size: 5.63 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 0
sappoPrivy/Epilepsy_seizure_detection_using_causal_asymmetries_in_Graph_Neural_Networks
Detecting epilepsy seizures by using deep learning models on causal asymmetries in EEG data
Language: Python - Size: 205 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0
itamarst/eliot
Eliot: the logging system that tells you *why* it happened
Language: Python - Size: 1.9 MB - Last synced at: 20 days ago - Pushed at: 6 months ago - Stars: 1,153 - Forks: 70
jabowery/HumesGuillotine
Hume's Guillotine: Beheading the social pseudo-sciences with the Algorithmic Information Criterion for CAUSAL model selection.
Size: 62.3 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 4 - Forks: 0
inovex/justcause
đź’Š Comparing causality methods in a fair and just way.
Language: Jupyter Notebook - Size: 7.52 MB - Last synced at: 17 days ago - Pushed at: over 5 years ago - Stars: 140 - Forks: 15
DataCanvasIO/YLearn
YLearn, a pun of "learn why", is a python package for causal inference
Language: Python - Size: 12.2 MB - Last synced at: 21 days ago - Pushed at: 2 months ago - Stars: 428 - Forks: 75
PathwayAndDataAnalysis/causalpath
A project for exploring differentially active signaling paths related to proteomics datasets
Language: Java - Size: 12.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 42 - Forks: 11
msuzen/looper
A resource list for causality in statistics, data science and physics
Size: 895 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 265 - Forks: 33
sappoPrivy/Causal_asymmetries_in_epilepsy_using_CCM
Anaysing Asymmetries in Causality using Convergent Cross Mapping for Epilepsy
Language: Python - Size: 26.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0
OscarEngelbrektson/SyntheticControlMethods
A Python package for causal inference using Synthetic Controls
Language: Python - Size: 69.8 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 185 - Forks: 54
NCBI-Hackathons/MR_BACOn
Mendelian Randomization with Biomarker Associations for Causality with Outcomes
Language: R - Size: 29 MB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 25 - Forks: 9
realrate/Causing
Causing: CAUsal INterpretation using Graphs
Language: Python - Size: 4.68 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 58 - Forks: 9
kevolve/causality-presentation
A repo providing a brief introduction to causal modelling
Language: R - Size: 29.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
prateekguptaiiitk/Causal_Relation_Extraction
Causal Relation Extraction and Identification using Conditional Random Fields
Language: Jupyter Notebook - Size: 1.91 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 27 - Forks: 11
suave-ritual/app
Orchestration of Self-Adaptive Unsupervised Augmentation Variations for Enhanced Causal Analysis of Post-Intervention Anxiety and Correct Responses Relationships
Size: 4.88 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
mahboobehad/ocausal
Outlier Causal Relations
Language: Jupyter Notebook - Size: 300 KB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
UzmaHasan/KGS-Causal-Discovery-Using-Constraints
Size: 1.43 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1
UzmaHasan/HTE-estimation-using-Causal-Trees
Causal Inference in Healthcare Settings
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JBris/synthetic-control-pymc
Tutorials for the synthetic control method for causal inference using PyMC
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DSsoli/esa-2scm
ESA-2SCM for Causal Discovery: Causal Modeling with Elastic Segmentation-based Synthetic Instrumental Variable
Language: Python - Size: 585 KB - Last synced at: 10 days ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
gianlucarloni/CoCoReco
Code base for our paper "Connectivity-Inspired Network for Context-Aware Recognition" (ECCV 2024, Human-inspired Computer Vision workshop)
Language: Python - Size: 979 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
CausalInferenceLab/causal-inference-practice
가짜연구소 <ěť¸ęłĽě¶”ëˇ ęłĽ 실무> í”„ëˇśě ťíŠ¸
Size: 52 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 38 - Forks: 2
fmaths/Food_delivery_and_profitability_project
The Food Delivery project is about examining the orders made to a restaurant and determining the profitability of the orders with respect to expenses
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rtahmasbi/Doubly-Gaussian-DAG-Probit
Bayesian Causal Inference in Doubly Gaussian DAG-probit Models
Language: R - Size: 8.79 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
LeihuaYe/Causal-Inference-Using-Quasi-Experimental-Methods
Causal Inference Using Quasi-Experimental Methods
Size: 26.4 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 10
roniantoniius/Causal-Inference-Interpretation-for-Employee-Resignation
Causal analysis to predict factors affecting employee resignation using the Causal Inference method on company datasets.
Language: Jupyter Notebook - Size: 682 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
schucan/CLD
A super light-weight web app to create causal loop diagrams (CLD) online. This is useful in Systems Thinking and System Dynamics.
Language: JavaScript - Size: 1.53 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
m4urin/temporal-causal-discovery
Researching causal relationships in time series data using Temporal Convolutional Networks (TCNs) combined with attention mechanisms. This approach aims to identify complex temporal interactions. Additionally, we're incorporating uncertainty quantification to enhance the reliability of our causal predictions.
Language: Jupyter Notebook - Size: 63.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0
masaok/artificial-intelligence-notes
Artificial Intelligence Notes (causal inference)
Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
mikenguyen13/causalverse
CausalVerse: An R toolkit expediting causal research & analysis. Streamlines complex methodologies, empowering users to unveil causal relationships with precision. Your go-to for insightful causality exploration.
Language: R - Size: 12.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
nitinjosephrepo/Google-Causal-Impact-Inferring-the-effect-of-an-event
The Causal Impact model lets you examine ecommerce and marketing time series data to understand whether changes have led to a statistically significant performance improvement. Here's how to use PyCausalImpact to analyse changes in marketing activity or in this case on Boeing stock price
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williantleite/DML_in_Finance
Master's degree thesis project using Debiased Machine Learning to estimate treatment effects from economic policy in US funds performance.
Language: Python - Size: 49 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
mboissel/MR_training
Starter Pack About Mendelian Randomization. My Feedback about MR traning followed in 2020.
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adam-zlatniczki/dimensional_causality
This project contains the implementation of the Dimensional Causality method proposed in Benko, Zlatniczki, Fabo, Solyom, Eross, Telcs & Somogyvari (2018) - Exact Inference of Causal Relation in Dynamical Systems.
Language: C++ - Size: 689 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 5
Olanrewaju-Oresotu/Data-Science-Portforlio
Here you will find my Data science and Machine learning Projects
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MichiganNLP/vlog_action_reason
Identifying reasons for human actions in lifestyle vlogs.
Language: Python - Size: 86.8 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 2
mrsamsami/Causality
Causal analysis and inference using observational and interventional dataset. It contains tools for graph structure recovery.
Language: Jupyter Notebook - Size: 627 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
nathaliemayor/Causal_Econometrics
Causal Econometrics (M.A. course at UNISG, Python code)
Language: Python - Size: 708 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 3
diogovalentepcs/puc_chile-CausalInference
Multiple projects for Envrionmental Impact Evaluation and Social Policies Evaluation (Avg Grade: 19.5/20)
Language: Stata - Size: 4.64 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
JarodYv/pytetrad
A Powerful Python Library for Causal Inference
Language: Python - Size: 1.67 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1
ichalkiad/cryptogpcausality
This repository contains the code for the paper "Sentiment-driven statistical causality in multimodal systems", by Ioannis Chalkiadakis, Anna Zaremba, Gareth W. Peters and Michael J. Chantler.
Language: MATLAB - Size: 121 MB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 2
rodolphomacedo/statistical_rethinking_pt_BR
Notes about Statistical Rethinking | Richard McElreath
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zjutvis/VAC2
VAC^2: Visual Analysis of Combined Causality in Event Sequences
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jlrzarcor/proj-met-causalinfer
Repositorio para el proyecto final de la clase MĂ©todos AnalĂticos del Prof. Felipe González; ITAM MCD2023
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shafayetShafee/tidycausal
Provides some functions for calculating causal effects.
Language: R - Size: 216 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1
kristywhim/451-DRE
Class project in Causal Inference, link below:
Size: 255 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1
tr7200/CBNN_SEM_loss_convergence
Code accompanying my 2021 ASA SDSS paper
Language: Python - Size: 665 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2
UzmaHasan/KCRL
Causal Discovery with Prior Knowledge
Language: Python - Size: 808 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0
jakobrunge/tigramite_old
Tigramite is a time series analysis python module for linear and information-theoretic causal inference. Version 3.0 described in http://arxiv.org/abs/1702.07007 is available at https://github.com/jakobrunge/tigramite!
Language: Python - Size: 1.02 MB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 29 - Forks: 7
vettorefburana/Difference-in-Differences
Causal inference between minimum wage and employment using difference in differences
Language: R - Size: 504 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
swarna-kpaul/genfact
Counterfactual causal analysis
Language: Python - Size: 160 KB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 2
aarushi-vermaa/causal_inference_denver_star_program Fork of MIDS-at-Duke/uds-2022-701-team-5
uds-2022-701-team-5 created by GitHub Classroom
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Dr-Spicy/Causal-Inference-on-Covid-19-USA
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ogencoglu/causal_twitter_modeling_covid19
Source code for the paper "Causal Modeling of Twitter Activity during COVID-19". Computation, 2020.
Language: Jupyter Notebook - Size: 625 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 2
AhmedOsman00py/Analyse-causale
projet de causalité
Language: RMarkdown - Size: 736 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
imnikhilanand/Does-Job-Training-Makes-A-Difference
This project analyses whether people who have attained job trainings makes more money than those who have not attained these trainings.
Language: Python - Size: 114 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
pruthvireddy/causal-inf-nuggets
A repo for resources, tools, and techniques one can use for Causal Inference.
Language: Jupyter Notebook - Size: 8.15 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
dalvarez83/Gender_Experiment
R Code and reporting output for randomized causal inference study to answer question on whether there is bias in following directions from gendered voices.
Language: TeX - Size: 2 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
RamnathKumar181/Stochastic-Causal-Attribution
Code for Stochastic Average Causal Attribution and the experiments on simulated and real datasets. Worked while I was at AmazonML.
Language: Jupyter Notebook - Size: 92.8 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
pdesrosiers/GrangerCausality
MATLAB module for assessing the causal links between time series
Language: Matlab - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 0
Internship-BVoc/InsuranceClaimPrediction
Predicting whether Insurance claims will accepted or rejected for online Travel Agencies
Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2
mslisa/BeatuyAd_CausalExperiment
Less than 4% of women believe they are beautiful, according to a 2011 Dove study. Beauty standards are set by unrealistic portrayals of women in the media. We are designing an experiment to determine if changing the models shown in an advertisement will cause a change in how beauty is perceived.
Language: HTML - Size: 14.7 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0
anakov/Inflation-Growth-Mirror
Granger causality of the inflation–growth mirror in accession countries, (ET, 2004)
Language: xBase - Size: 6.84 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
sharangw/Algorithmic-Risk
IT Security Algorithm Bias Analysis
Language: Jupyter Notebook - Size: 4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
harin/title-length-citation-causal
Causal Analysis Experiment of Academic Paper's Title length on Number of Citation
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akshi8/Sleep-Matters
Survey design, causality study and statistical analysis
Language: HTML - Size: 102 MB - Last synced at: 4 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
