birajaghoshal Goto Github PK

dropoutuncertaintyexps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

dsb17-walkthrough

An end-to-end walkthrough of the winning submission by grt123 for the Kaggle Data Science Bowl 2017

dsb3tutorial

dun

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

duneai-automated-detection-and-segmentation-of-non-small-cell-lung-cancer-computed-tomography-images

Repository supporting the original research paper in Nature Communications (Primakov et al. 2022)

dynamic_routing_between_capsules

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

ebvnet

ecg_classification_pytorch

Application of deep learning and convolutional networks for ECG classification

ecgclassifier

CNN, RNN, and Bayesian NN classification for ECG time-series (using TensorFlow in Swift and Python)

efficient-uncertainty-video-segmentation

efficient_multitask_svm_for_chemogenomics

end2end-all-conv

End-to-end training for breast cancer diagnosis using deep all convolutional networks

error-detection

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

estimating-uncertainty-in-deep-learning-for-reportingconfidence-to-clinicians

Estimating Uncertainty in Deep Learning for Reporting Confidence to Clinicians in Medical Image Segmentation and Diseases Detection

evaluating_bdl

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", 2019

evpsnet

expression_analysis

Analysis of RNA/protein expression data

fairyonice.github.io

fashion-mnist

4 different image classification ConvNets models for Fashion-MNIST dataset

fashionmnist-bayesian-optimization

We implement a convolutional neural network for the Fashion MNIST dataset and use bayesian optimization to tune hyperparameters

fashionoutfitrecommendergenai

federated-conformal-prediction

firstaid

A repository for easy segmentation using a convolutional neural network structure.

flynet

A Hybrid Net for Visual Place Recognition https://doi.org/10.1109/LRA.2020.2967324

fmri-handbook-2e-code

Code for 2nd edition of fMRI analysis handbook

fyp2017dsap

Blending Genomics & Image Covariates

gapnet-pl

geneml

Scalable Generative Models for Mullti-label Learning with Missing Labels

glass-classification

contains input csv, python notebook for Glass identification through machine learning techniques

google-research

Google AI Research