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4k_dataset_creator

GPU based 4k upsampler with proper formatting for pytorch ImageFolderLoader

arrayfire

ArrayFire: a general purpose GPU library.

arrayfire-ml

ArrayFire's Machine Learning Library.

arrayfire-rust

Rust wrapper for ArrayFire

async_fid

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

bumblebee_gpu_applet

i3blocks applet for NVIDIA GPU's that utilize Bumblebee

byol

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

cudafreememory

A simple app to check free memory on CUDA devices. Mainly useful for OSX where there is no nvidia-smi

cvae

Convolutional Variational Autoencoder

dataanalysisengine

dataset_to_zarr

Convert pytorch datasets from jramapuram/datasets to zarr

datasets

Dataset Loaders

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

docker-zeppelin

Dockerized Zepplin w/ Spark 1.5

dynamic_learning

An attempt to learn when to stop training via a secondary net

emacs

Emacs conf that will setup yasnipped, auto-complete, set tab lengths and so on

emacs-racer

Racer support for Emacs

generativemodeling

Summer school slides for generative modeling

gjalloc

a fast fixed size block allocator

gradient_approximator

a simple example to approximate gradients

grouping-content

groups files of same content in a dir

hal

Rust based Cross-GPU Machine Learning

helpers

pytorch helper functions

holographic_memory

Example of holographic reduced representations in Tensorflow

huggingface_datasets

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

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

isis

Automated home ML system skeleton

jramapuram.github.io

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

libcurrennt

A fork of libcurrennt that has fixes to resolve CUDA performance issues as well as ability to build a library in addition to the binary