salesforce/causalai

Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data

Jupyter NotebookHTMLPythonJavaScriptCSSSCSScausality
This is stars and forks stats for /salesforce/causalai repository. As of 28 Mar, 2024 this repository has 169 stars and 20 forks.

Salesforce CausalAI Library 🔥🔥Updates🔥🔥 Added GES, LINGAM, GIN for tabular data causal discovery Added markov blanket discovery algorithm (grow-shrink) for tabular data Added support for heterogeneous data (mixed discrete and continuous variables) Added benchmarking modules for tabular and time series data, that will help the research community benchmark new and existing causal discovery algorithms against various challenges in the data (graph sparsity, sample complexity, variable complexity, SNR,...
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