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Debasish Jana's Projects

axial-deeplab icon axial-deeplab

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)

dictol icon dictol

DICTOL - A Dictionary Learning Toolbox in Matlab and Python

dl-book icon dl-book

Scripts and library for the "Dictionary Learning Algorithms and Applications" book.

gpdyn icon gpdyn

Gaussian Process Model Dynamic System Identification Toolbox for Matlab

keras-unet-collection icon keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

medical-transformer icon medical-transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

nca-ge icon nca-ge

Implementation of the NCA-GE model from "Approximating Network Centrality Measures Using Node Embedding and Machine Learning"

psi-pde icon psi-pde

A robust method of learning PDEs from dynamical systems.

traffic-assignment-frank-wolfe-2021 icon traffic-assignment-frank-wolfe-2021

This simple script computes the traffic assignment using the Frank-Wolfe algorithm (FW) or the Method of successive averages (MSA). It can compute the User Equilibrium (UE) assignment or the System Optimal (SO) assignment. The travel time cost function that models the effect of congestion on travel time is pluggable and definable by the users.

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