Ananya Harsh Jha's repositories
cycle-consistent-vae
This repository contains the code for the paper: Disentangling Factors of Variation with Cycle-Consistent Variational Auto-encoders (https://arxiv.org/abs/1804.10469), which was accepted at ECCV 2018.
multi-level-vae
This repository contains a pytorch implementation for the paper: Multi-Level Variational Autoencoder (https://arxiv.org/abs/1705.08841), which was accepted at AAAI-18.
disentangling-factors-of-variation-using-adversarial-training
This repository contains a pytorch implementation for the paper: Disentangling factors of variation in deep representations using adversarial training (https://arxiv.org/abs/1611.03383), which was accepted at NIPS 2016.
challenges-in-disentangling
This repository contains a pytorch implementation for the paper: Challenges in Disentangling Independent Factors of Variation (https://arxiv.org/abs/1711.02245), which was accepted at ICLR 2018's workshop track.
lightning-perceiver
pytorch lightning base implementation of perceiver and perceiver io
benchmarks
Fast and flexible reference benchmarks
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representation.
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
MNIST-for-Numpy
A simple, easy to use MNIST loader written in Python 3
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
pytorch-pretrained-BERT
The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research