prasanna1991 Goto Github PK

acdc_segmenter

Public code for our submission to the 2017 ACDC Cardiac Segmentation challenge

annotated_deep_learning_paper_implementations

🧑‍🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠

autoencoders

Torch implementations of various types of autoencoders

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-pytorch

Awesome PyTorch

beautifulminds

Android application for children with ASD.

beta-tcvae

code for "Isolating Sources of Disentanglement in Variational Autoencoders".

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

cifar-10-custom-tf-estimator

CIFAR-10 classifier based on TensorFlow Estimator API and TFRecords.

cmtmultitracking

The multi-tracking based on Consensus Based Matching.

dhcd_dataset

Dataset of Devnagari (Nepali) handwritten characters.

dispred

Code for running DisPred algorithm

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gan-auto-write

Generative Adversarial Network that learns to generate handwritten digits.

gppvae

Gaussian Process Prior Variational Autoencoder

ibp-vae

Improving Disentangled Representatoin Learning with the Beta Bernoulli Process. ICDM 2019.

ibp_vae

mean-field and structured VAEs for the IBP

improving-the-improved-training-of-wasserstein-gans

Pytorch Implementation of "Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect"

iodine-1

Implementation of IODINE model

lassonet

Feature selection in neural networks

latentmixing

The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]

lipestimation

lpr

License Plate Recognition (LPR) dataset for Nepali motorbike license plate.

manifold_mixup

Code for reproducing Manifold Mixup results (ICML 2019)

mixup-lr

mmd_vae

This repo contains the code for our AAAI-Workshop paper "Learning disentangled representations from 12-lead electrograms: application in localizing the origin of Ventricular Tachycardia"

osrm-backend

Project OSRM: C++ backend

parallel

This repo contains some of parallel implementation in different platform with different examples.

pgmpy_notebook

Short Tutorial to Probabilistic Graphical Models(PGM) and pgmpy

prasanna1991.github.io

Personal website of Prashnna K Gyawali