causal-models topic

List causal-models repositories

causaldag

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Python package for the creation, manipulation, and learning of Causal DAGs

iap-cidl

85
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25
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Causal Inference & Deep Learning, MIT IAP 2018

causal-semantic-generative-model

74
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3
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Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution Prediction" (NeurIPS-21)

pylift

70
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20
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Uplift modeling and evaluation library. Actively maintained pypi version.

TFCE_mediation

29
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9
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Fast regression and mediation analysis of vertex or voxel MRI data with TFCE

causaleffect

29
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5
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causaleffect: R package for identifying causal effects.

SAM

52
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10
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Code for the Structural Agnostic Model (https://arxiv.org/abs/1803.04929)

ST-CausalConvNet

34
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11
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A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.

CARNIVAL

55
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29
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CAusal Reasoning for Network Identification with integer VALue programming in R