jramapuram

CVAE

Convolutional Variational Autoencoder

BYOL

Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.

SimCLR

SimCLR pytorch implementation using DistributedDataParallel.

LifelongVAE_pytorch

pytorch implementation of https://arxiv.org/abs/1705.09847

datasets

Dataset Loaders

variational_saccading

Implementation of variational saccading

ml_base

Base machine learning project page for VAEs or classifier / regressors

helpers

pytorch helper functions

async_fid

Asynchronous, synchronous and RPC (TF) Fréchet Inception Distance (FID) calculation.

huggingface_datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

optimus_toggle

Simple scripts to toggle optimus using bbswitch and module unloading

parallel_image_crop

Rust library to crop a minibatch of images using [scale, x, y]

vae

Pytorch VAE's

visdom_to_csv

pull data from a visdom instance and save it as a csv

ISIS

Automated home ML system skeleton

4k_dataset_creator

GPU based 4k upsampler with proper formatting for pytorch ImageFolderLoader

dataset_to_zarr

Convert pytorch datasets from jramapuram/datasets to zarr

grouping-content

groups files of same content in a dir

jramapuram.github.io

memory

pytorch memory models

ml-all-pairs

A data generator for studying learning from weak supervision.

models

Models and examples built with TensorFlow

namecheap-ddns-update

Update the IP address of your Namecheap.com Dynamic DNS A records.

pixel-cnn-pp

Pytorch Implementation of OpenAI's PixelCNN++

recurrent-visual-attention

A PyTorch Implementation of "Recurrent Models of Visual Attention"

scripts

helper scripts for odds and ends

torchlars

A LARS implementation in PyTorch

vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

vips-rs

vision

Datasets, Transforms and Models specific to Computer Vision