looper
by msuzen
A resource list for causality in statistics, data science and physics
AI summary
Causality resource
A collection of resources and code snippets for understanding causal relationships in various fields.
- stars
- 256
- forks
- 34
- watching
- 13
- #bayesian-inference
- #causal
- #causal-discovery
- #causal-impact
- #causal-inference
- #causal-machine-learning
- #causal-models
- #causal-networks
- #causality
- #causality-algorithms
- #causality-analysis
- #causation
- #data-science
- #machine-learning
- #meta-learning
- #physics
- #statistical-inference
- #statistical-mechanics
- #statistical-physics
- #statistics
Similar projects
Found by comparing what the projects do, not just their names.
Causal analysis tool
A package for computing asymmetric Shapley values to assess causality in machine learning models
Causal Inference Tool
A comprehensive Python package for causal inference and graph structure recovery from observational data
Causal dataset
A dataset and annotation scheme for Hungarian causal reasoning tasks.
Causality tracker
A framework for tracking causality between events in real-time
Causal Estimator
An R implementation of a machine learning approach to estimate the effect of treatment on individuals
Causality tracker
A data structure to track the causal history of values in a distributed key-value store
Time series inference library
An R package for estimating the effect of an intervention on time series data
Network centrality analysis guide
A tutorial project providing an R-based introduction to network centrality analysis
Course site
An online course website built with Quarto, providing teaching materials and supporting files for graduate-level program evaluation and causal inference courses.
Causal modeler
Provides a Python package for structural causal modeling of multivariate time series data
Measurement Consistency Tools
Tools for calculating consistency of observer measurements in various contexts
Data Science Guides
A collection of resources and cheatsheets for learning and practicing data science
Bayesian tutorial
A repository of statistical modeling materials and resources for an R course on Bayesian inference
Machine Learning Systems
A repository of papers and resources on systems for machine learning and machine learning for systems.
Network inference library
A package for inferring fully connected networks from data measurements
