❓y0 (pronounced "why not?") is for causal inference in Python
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May 5, 2024 - Jupyter Notebook
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structural-causal-model
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Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022
point-process
counterfactual
explainable-ai
explainable-ml
temporal-point-process
structural-causal-model
gumbel-max
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Sep 26, 2022 - Jupyter Notebook
This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).
machine-learning
deep-neural-networks
deep-learning
deeplearning
causality
causal-inference
ica
independent-component-analysis
causal-discovery
structural-causal-model
causal-discovery-methods
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Apr 19, 2023 - Python
Generate dynamic structural causal models from biological knowledge graphs encoded in the Biological Expression Language (BEL)
systems-biology
causal-inference
biological-expression-language
pyro
counterfactual
networks-biology
structural-causal-model
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Jan 11, 2021 - Jupyter Notebook
Python project on Structural Causal Models and Reinforcement Learning, at Utrecht University.
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May 13, 2020 - Jupyter Notebook
ESA-2SCM for Causal Discovery: Causal Modeling with Elastic Segmentation-based Synthetic Instrumental Variable
statistics
statistical-analysis
statistical-inference
causality
causality-analysis
causal-inference
structural-equation-modeling
causal-models
instrumental-variable
causality-algorithms
causal-discovery
structural-causal-model
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Updated
Apr 16, 2024 - Python
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