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1. AlaaLab/deep-learning-uncertainty AlaaLab/deep-learning-uncertainty Public

   Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

   Jupyter Notebook 634 78

2. AlaaLab/InstructCV AlaaLab/InstructCV Public

   [ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"

   Python 461 39

3. AutoPrognosis AutoPrognosis Public

   Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.

   Python 56 22

4. Symbolic-Metamodeling Symbolic-Metamodeling Public

   Codebase for "Demystifying Black-box Models with Symbolic Metamodels", NeurIPS 2019.

   Jupyter Notebook 51 26

5. AlaaLab/conformal-metalearners AlaaLab/conformal-metalearners Public

   [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"

   Python 45 7

6. AlaaLab/ETAB AlaaLab/ETAB Public

   [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"

   Jupyter Notebook 28 11