arnab39

FewShot_GAN-Unet3D

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

cycleGAN-PyTorch

A clean and lucid implementation of cycleGAN using PyTorch

Semi-supervised-segmentation-cycleGAN

Pytorch implementation of our paper: Revisting Cycle-GAN for semi-supervised segmentation

equiadapt

Library to make any existing neural network architecture equivariant

POS-Tagging_HMM_vs_CRF

My implemention of Hidden Markov Model(HMM) and Conditional Random Field(CRF) for Part of Speech tagging in python 3.6

Machine-Learning-Codes

Python implementation of basic machine learning algorithms

Cloth_Classification_DeepLearning

Cloth Classification (Feed forward neural net vs sequence model)

Sentiment-Analysis-of-Citations

Classification of sentiment of the citations in different contexts in a research paper

EquivariantDQN

Pytorch implementation of our paper: Group Equivariant Deep Reinforcement Learning

Symmetry-RL

Tic-Tac-Toe_MinmaxTree

My implementation of Minmax Tree using recursion

arnab39.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Dependency-Parsing

Implementation of dependency parsing using SVM, Logistic Regression and Multilayer Perceptron

FMGANvsTripleGAN

pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

Basic_Image_Processing

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

COMP767-ReinforcementLearning

Reinforcement Learning (COMP767) Winter 2020 course assignments

e2cnn

E(2)-Equivariant CNNs Library for Pytorch

fdm-book

Resources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen

Fixed-Point-Analysis-RNN

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

LiviaNET

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

MinibatchSimilarityGraph

prog4comp

Resources for the book "Programming for Computations" by S. Linge and H. P. Langtangen

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

segar

Sandbox environment for generalizable agent research

tensorflow

Computation using data flow graphs for scalable machine learning

Wasserstein-distance-generative-learning