jramapuram

Making machines learn, one sample at a time.

Pinned Repositories

BYOL
Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.
Language:Python28 5 42
CVAE
Convolutional Variational Autoencoder
Language:Python34 3 113
hal
Rust based Cross-GPU Machine Learning
Language:Rust88 8 510
ISIS
Automated home ML system skeleton
Language:C++0 2 00
LifelongVAE
Lifelong Variational Autoencoder
Language:Python14 4 15
LifelongVAE_pytorch
pytorch implementation of https://arxiv.org/abs/1705.09847
Language:Python14 5 14
LSTM_Anomaly_Detector
A try to autoencode an LSTM to do anomaly detection
Language:Python23 4 114
SimCLR
SimCLR pytorch implementation using DistributedDataParallel.
Language:Python24 4 20
SimulatedAnnealing
Pytorch Optimizer for Simulated Annealing
Language:Python22 5 17
variational_saccading
Implementation of variational saccading
Language:Python6 6 01

jramapuram's Repositories

jramapuram/CVAE
Convolutional Variational Autoencoder
Language:Python34 3 113
jramapuram/BYOL
Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.
Language:Python28 5 42
jramapuram/SimCLR
SimCLR pytorch implementation using DistributedDataParallel.
Language:Python24 4 20
jramapuram/LifelongVAE_pytorch
pytorch implementation of https://arxiv.org/abs/1705.09847
Language:Python14 5 14
jramapuram/datasets
Dataset Loaders
Language:Python6 4 21
jramapuram/variational_saccading
Implementation of variational saccading
Language:Python6 6 01
jramapuram/ml_base
Base machine learning project page for VAEs or classifier / regressors
Language:Python4 3 01
jramapuram/helpers
pytorch helper functions
Language:Python3 4 12
jramapuram/async_fid
Asynchronous, synchronous and RPC (TF) Fréchet Inception Distance (FID) calculation.
Language:Python1 4 0
jramapuram/huggingface_datasets
🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas
Language:Python1 2 0
jramapuram/optimus_toggle
Simple scripts to toggle optimus using bbswitch and module unloading
Language:Shell1 3 0
jramapuram/parallel_image_crop
Rust library to crop a minibatch of images using [scale, x, y]
Language:Rust1 3 0
jramapuram/vae
Pytorch VAE's
Language:Python1 4 01
jramapuram/visdom_to_csv
pull data from a visdom instance and save it as a csv
Language:Python1 3 0
jramapuram/ISIS
Automated home ML system skeleton
Language:C++0 2 00
jramapuram/4k_dataset_creator
GPU based 4k upsampler with proper formatting for pytorch ImageFolderLoader
Language:Python3 0
jramapuram/dataset_to_zarr
Convert pytorch datasets from jramapuram/datasets to zarr
Language:Python3 0
jramapuram/grouping-content
groups files of same content in a dir
Language:Python3 0
jramapuram/jramapuram.github.io
Language:JavaScript3 0
jramapuram/memory
pytorch memory models
Language:Python3 0
jramapuram/ml-all-pairs
A data generator for studying learning from weak supervision.
Language:Python4 0
jramapuram/models
Models and examples built with TensorFlow
Language:Python2 0
jramapuram/namecheap-ddns-update
Update the IP address of your Namecheap.com Dynamic DNS A records.
Language:Shell2 0
jramapuram/pixel-cnn-pp
Pytorch Implementation of OpenAI's PixelCNN++
Language:Python3 0
jramapuram/recurrent-visual-attention
A PyTorch Implementation of "Recurrent Models of Visual Attention"
Language:Python4 0
jramapuram/scripts
helper scripts for odds and ends
Language:Emacs Lisp3 0
jramapuram/torchlars
A LARS implementation in PyTorch
Language:Python3 0
jramapuram/vae_vampprior
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
Language:Python4 0
jramapuram/vips-rs
Language:Rust3 0
jramapuram/vision
Datasets, Transforms and Models specific to Computer Vision
Language:Python2 0