Soda team @ Inria

All

16 repositories

tabicl
Public
Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
machine-learning deep-learning tabular-data tabular-methods tabular-model foundation-models
Python
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BSD 3-Clause "New" or "Revised" License
•30•179•8•1•Updated Aug 24, 2025Aug 24, 2025
tarte-ai
Public
Repository for TARTE: Transformer Augmented Representation of Table Entries
Python
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BSD 3-Clause "New" or "Revised" License
•0•7•2•0•Updated Aug 11, 2025Aug 11, 2025
carte
Public
Repository for CARTE: Context-Aware Representation of Table Entries
data-science machine-learning transformers regression classification graph-transformer
Python
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BSD 3-Clause "New" or "Revised" License
•16•142•2•0•Updated Aug 11, 2025Aug 11, 2025
hazardous
Public
Competing Risks and Survival Analysis
data-science machine-learning survival-analysis competing-risks gradient-boosting
Python
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MIT License
•18•105•5•7•Updated Jul 25, 2025Jul 25, 2025
retrieve-merge-predict
Public
Jupyter Notebook
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Apache License 2.0
•1•11•3•0•Updated May 19, 2025May 19, 2025
causal_model_selection
Public
Python
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BSD 2-Clause "Simplified" License
•0•2•1•0•Updated Jan 16, 2025Jan 16, 2025
caussim
Public
Simulations for predictive model selection in causal inference
Python
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BSD 3-Clause "New" or "Revised" License
•2•13•0•0•Updated Jan 16, 2025Jan 16, 2025
survival_cr_bench
Public
Python
•0•1•0•0•Updated Dec 2, 2024Dec 2, 2024
YADL
Public
Jupyter Notebook
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Apache License 2.0
•0•3•0•0•Updated Oct 2, 2024Oct 2, 2024
sklearn-numba-dpex
Public
Experimental plugin for scikit-learn to be able to run (some estimators) on Intel GPUs via numba-dpex.
gpu scikit-learn numba-dpex intel
Python
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BSD 3-Clause "New" or "Revised" License
•4•16•6•6•Updated Feb 28, 2024Feb 28, 2024
sklearn-engine-benchmarks
Public
Benchopt suite to compare alternative scikit-learn engines for the same estimators
Python
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MIT License
•0•1•2•0•Updated Feb 21, 2024Feb 21, 2024
ken_embeddings
Public
KEN: Relational Data Embeddings
machine-learning knowledge-graph relational-databases
Python
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Creative Commons Attribution 4.0 International
•2•31•0•0•Updated Jan 2, 2024Jan 2, 2024
causal_ehr_mimic
Public
Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how
Python
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Other
•1•19•0•0•Updated Nov 10, 2023Nov 10, 2023
sklearn-pytorch-engine
Public
Experimental engines implementation based on PyTorch for scikit-learn
Python
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BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Oct 11, 2023Oct 11, 2023
predictive-ehr-benchmark
Public
Exploring a complexity gradient in representation and predictive algorithms for EHRs
Python
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Other
•0•0•0•0•Updated Sep 14, 2023Sep 14, 2023
survival-analysis-benchmark
Public
Exploratory repository to study predictive survival analysis models
Jupyter Notebook
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MIT License
•7•36•1•1•Updated May 15, 2023May 15, 2023