agaldran

agaldran's Stars

• cesaracebes/centerline_CE

  The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy

  Language:Python8

• NataliiaMolch/uq-mia-cookbook

  121

• agaldran/justraigs

  Our entry to the JustRAIGS challenge on justifiable glaucoma prediction

  Language:Jupyter Notebook3

• agaldran/mhml_calibration

  Repository for the Multi-Head Multi-Loss Model Calibration paper

  Language:Python6

• ethanweed/pythonbook

  Python adaptation of Danielle Navarro's Learning Statistics with R (http://learningstatisticswithr.com/). Work in progress!

  Language:Jupyter Notebook10834

• MR-HosseinzadehTaher/BenchmarkTransferLearning

  Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis

  Language:Python5014

• luferrer/expected_cost

  Methods for computing the average cost and making Bayes decisions

  Language:Jupyter Notebook241

• AlaaLab/ETAB

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

  Language:Jupyter Notebook2611

• Guoxoug/ens-div-ood-detect

  Language:Python11

• nathanpainchaud/vital

  Personal fork of the `vital` library to iterate on new projects before upstreaming them

  Language:Python11

• agaldran/t3po

  Open Set Histological Image Recognition

  Language:Python31

• samuela/git-re-basin

  Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"

  Language:Python47340

• DeepMIALab/UC-NfNet

  21

• mdca-loss/MDCA-Calibration

  [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration"

  Language:Python305

• mobarakol/SVLS

  Language:Jupyter Notebook166

• sgvaze/osr_closed_set_all_you_need

  Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"

  Language:Python26832

• cresset-template/cresset

  Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

  Language:Dockerfile71641

• bndr/pipreqs

  pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

  Language:Python6.8k398

• hollance/reliability-diagrams

  Reliability diagrams visualize whether a classifier model needs calibration

  Language:Jupyter Notebook13818

• p-lambda/verified_calibration

  Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).

  Language:Python14320

• ericmjl/bayesian-analysis-recipes

  A collection of Bayesian data analysis recipes using PyMC3

  Language:Jupyter Notebook554111

• moskomule/anatome

  Ἀνατομή is a PyTorch library to analyze representation of neural networks

  Language:Jupyter Notebook626

• zhang64-llnl/Mix-n-Match-Calibration

  Language:Python344

• dougbrion/pytorch-classification-uncertainty

  This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

  Language:Python43961

• faridrashidi/kaggle-solutions

  🏅 Collection of Kaggle Solutions and Ideas 🏅

  Language:HTML5k1.9k

• nadeemlab/CEP

  Computational Endoscopy Platform (advanced deep learning toolset for analyzing endoscopy videos) [MICCAI'22, MICCAI'21, ISBI'21, CVPR'20]

  Language:Python6710

• SaynaEbrahimi/UCB

  Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020

  Language:Python7311

• google-research/arxiv-latex-cleaner

  arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

  Language:Python5.4k330

• microsoft/ML-For-Beginners

  12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

  Language:HTML69.9k14.6k

• ContinualAI/avalanche

  Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

  Language:Python1.8k292