Pinned

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 581 77

2. AlaaLab/InstructCV AlaaLab/InstructCV Public

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

   Python 508 45

3. AutoPrognosis AutoPrognosis Public

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

   Python 55 22

4. Symbolic-Metamodeling Symbolic-Metamodeling Public

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

   Jupyter Notebook 47 23

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

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

   Python 38 6

6. AlaaLab/ETAB AlaaLab/ETAB Public

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

   Jupyter Notebook 21 10