alex-aizman

Alex Aizman's starred repositories

go

The Go programming language

Language:GoBSD-3-Clause121345 3423 62548

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

Language:PythonBSD-3-Clause2102 22 305

ais-k8s

Kubernetes Operator, ansible playbooks, and production scripts for large-scale AIStore deployments on Kubernetes.

Language:GoMIT61 90

dlinputs

Input pipelines for large scale, sharded training of deep learning models.

Language:Jupyter NotebookBSD-3-Clause39 10 1

tarproc

Utilities for sequential processing of tar files.

Language:PythonBSD-3-Clause23 20

ais-etl

Provides for deploying custom ETL containers on AIStore, with subsequent user-defined extraction-transformation-loading in parallel, on the fly and/or offline, locally to user data.

Language:PythonMIT14 100

go-tfdata

Go library that provides easy-to-use interfaces and tools for TensorFlow users, in particular allowing to train existing TF models on .tar and .tgz datasets

Language:GoMIT14 60

objectio

A vendor-neutral, easily configurable interface to object storage.

Language:PythonBSD-3-Clause6 3 1