Ahmed M. Alaa (ahmedmalaa)

ahmedmalaa

Geek Repo

Company:UC Berkeley and UCSF

Location:Berkeley, CA

Home Page:https://ahmedmalaa.github.io//

Twitter:@_ahmedmalaa

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Organizations
AlaaLab

Ahmed M. Alaa's repositories

AutoPrognosis

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

ETAB

A Benchmark Suite for Visual Representation Learning in Echocardiography

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discriminative-jackknife

Codebase for "Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions", ICML 2020.

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rnn-blockwise-jackknife

Codebase for "Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions", ICML 2020.

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attentive-state-space-models

Code for the NeurIPS 2019 paper: "Attentive State-Space Modeling of Disease Progression", by A. M. Alaa and M. van der Schaar.

torch-influence-functions

Computing influence functions for deep neural networks.

IE-AutoML-competition

Description and instructions for the Inspiration Exchange AutoML competition organized by the vanderschaar lab.

causalml

Uplift modeling and causal inference with machine learning algorithms

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covid-policy-tracker

Systematic dataset of Covid-19 policy, from Oxford University

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PlotNeuralNet

Latex code for making neural networks diagrams

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pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

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ahmedmalaa_v1.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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CPH200B

Repository for the Computational Precision Health Cornerstone Course (CPH200B)

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DeepStrain

A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics

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E-Pix2Vox-reconstruction

Code to implement "Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views"

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few-shot-classification-leaderboard

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

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Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

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galai

Model API for GALACTICA

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InstructCV

Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"

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nerfstudio

A collaboration friendly studio for NeRFs

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nsf-proposal-latex

An NSF proposal template in LaTeX

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PIP-COVID19

Policy Impact Predictor

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point-e

Point cloud diffusion for 3D model synthesis

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ssl-benchmarks

A python library for self-supervised learning on images.

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t-few

Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"

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web

Website

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