arnab39 Goto Github PK

arnab39.github.io

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

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

cloth_classification_deeplearning

Cloth Classification (Feed forward neural net vs sequence model)

codosoccer2k15

comp767-reinforcementlearning

Reinforcement Learning (COMP767) Winter 2020 course assignments

cyclegan-pytorch

A clean and lucid implementation of cycleGAN using PyTorch

dependency-parsing

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

e2cnn

E(2)-Equivariant CNNs Library for Pytorch

equiadapt

Library to make any existing neural network architecture equivariant

equivariantdqn

Pytorch implementation of our paper: Group Equivariant Deep Reinforcement Learning

fdm-book

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

fewshot_gan-unet3d

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

fixed-point-analysis-rnn

flownet2-pytorch

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

fmganvstriplegan

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"

machine-learning-codes

Python implementation of basic machine learning algorithms

minibatchsimilaritygraph

num-methods-for-pdes

Lecture material on numerical methods for partial differential equations.

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

prog4comp

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

pytorch-cyclegan-and-pix2pix

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

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

segar

Sandbox environment for generalizable agent research

semi-supervised-segmentation-cyclegan

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

sentiment-analysis-of-citations

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

symmetry-rl

tensorflow

Computation using data flow graphs for scalable machine learning