Robert Avram (robertavram-md)

robertavram-md

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Company:Montreal Heart Institute

Location:Montreal, Canada

Home Page:heartwise.ai

Twitter:@robertavrammd

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Robert Avram's starred repositories

dcurves

Python package for Andrew Vickers' Decision Curve Analysis method to evaluate prediction models and diagnostic tests

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dcurves

Decision Curve Analysis

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cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

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ruff

An extremely fast Python linter and code formatter, written in Rust.

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TextBox

TextBox 2.0 is a text generation library with pre-trained language models

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Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

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chatgpt-mac

ChatGPT for Mac, living in your menubar.

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stable-diffusion-webui

Stable Diffusion web UI

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nerfstudio

A collaboration friendly studio for NeRFs

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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HAIM

This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).

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batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

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AngioNet

Semantic segmentation network for X-ray angiography images, based on Deeplabv3+

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Microsoft-Activation-Scripts

A Windows and Office activator using HWID / Ohook / KMS38 / Online KMS activation methods, with a focus on open-source code and fewer antivirus detections.

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uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

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IntroECG

Resource library for getting started with deep learning work using electrocardiograms

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whos-there

The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends

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DeepDPM

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

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fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

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pytorchvideo

A deep learning library for video understanding research.

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detr

End-to-End Object Detection with Transformers

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3d-mri-brain-tumor-segmentation-using-autoencoder-regularization

Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

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MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

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deepdrr

Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606

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EfficientDet-PyTorch

Implementation of EfficientDet for PyTorch. EfficientDet implements BiFPN and a compound scaling method for object detection.

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pydicom-batch

Python-based DICOM batch export script from PACS

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pytorch_ehr

source codes based on PyTorch to analyze EHR

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mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

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monodepth2

[ICCV 2019] Monocular depth estimation from a single image

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