indrajeetghosh Goto Github PK

active_learning

Active learning toolbox for MATLAB

activeharnet

ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition

activelearningframeworktutorial

An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy data-set.

amnet

PyTorch Implementation of CVPR 2018 paper AMNet: Memorability Estimation with Attention

autoencoder

First time with Pytorch framework.

channelselect

Code implementing channel-selection based on utility metric in a least-squares (LS) problem

contrastivelearning-har

Contrastive Learning (SimCLR) for Human Activity Recognition

decoach

deep-belief-network-pytorch

docker-indrajeet

docker-scripts

Simple scripts to get started with ML development within a docker container.

gaze-retrace-metrics

Scanpath metrics in Python

human-activity-recognition-using-cnn

Convolutional Neural Network for Human Activity Recognition in Tensorflow

is_733_data_mining

knowledge-distillation

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

materials-knowledge-distillation

Awesome Knowledge Distillation

pyemd

Fast EMD for Python: a wrapper for Pele and Werman's C++ implementation of the Earth Mover's Distance metric

semantics-segmentation

skillnet-framework

ss_2022

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

topic_modeling_fever_dataset

Course Project

transfer-learning-materials

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

undergraduate_final_year_project