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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

aislab-tf

All of docker configuration files for AISLAB server workstation

apbs

Software for biomolecular electrostatics and solvation calculations

audio_library_sfx_downloader

Download all sound effects from the YouTube Audio Library

audionautix_downloader

Download every song from audionautix.com

ava-dataset

The AVA dataset densely annotates 80 atomic visual actions in 351k movie clips with actions localized in space and time, resulting in 1.65M action labels with multiple labels per human occurring frequently.

backup_script

The best incremental backup script.

benford_law_experiment_cuda

Experiment of Benford's law implemented in PyCuda

black

The uncompromising Python code formatter

blacktest

c_python_ipc

Message Queue based Interprocess Communication (IPC) between Python and C.

camera-tools

Camera file management tools, specifically designed for Canon M50.

changelog-action

GitHub Action to generate changelog from conventional commits

channel_sampling

Official implementation of "Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition", BMVC 2022

clear_hdf5

Clear the ML model outputs for every epoch without the one with highest validation accuracy

consecutive_heads

Processing simulation for the number of consecutive heads

cuda_test

test of cuda (especially pycuda)

cystage_ticketing_gen

CY:Stage ticketing notification generator, written in python 3.

d2coding-nerd-font

dali_video_loader_examples

Working examples of DALI video loader for PyTorch. Easy implementations of GPU video dataloaders.

dataset_splits

Generate dataset splits using python 2

dda

Differentiable Data Augmentation Library

detectron2_predict_multigpu

Detectron2 predict scripts for videos

docker-cmd

Place SSH users in Docker jails, or just use it as a replacement for docker-bash / dockersh.

docker-for-ml

Docker base container for ML use.

dogcentric_to_dir

Make a directory structure from the downloaded DogCentric Activity dataset.

dotfiles

NeoVim Tmux IDE configuration

downsample_img

Image downsampler written in Python2. Supports CPU parallelization, GPU parallelization (CUDA). Downsample based on averaging pixels, and crops if ratio doesn't fit.

experiment_utils

A python 3 module to construct deep learning experiments (dirs, files, stats, plots, etc.)

ffmpeg_4k_cuda

compressing 4K videos from Canon M50 camera, converting HDR to SDR colourspace.