Top 5 deep-learning-library Open-Source Projects

the-incredible-pytorch

2 10,996 7.2

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Project mention: The PyTorch | news.ycombinator.com | 2023-11-11

LAVIS

18 8,696 7.0 Jupyter Notebook

LAVIS - A One-stop Library for Language-Vision Intelligence

Project mention: FLaNK AI for 11 March 2024 | dev.to | 2024-03-11

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
cutlass

16 4,522 8.8 C++

CUDA Templates for Linear Algebra Subroutines

Project mention: Optimization Techniques for GPU Programming [pdf] | news.ycombinator.com | 2023-08-09

I would recommend the course from Oxford (https://people.maths.ox.ac.uk/gilesm/cuda/). Also explore the tutorial section of cutlass (https://github.com/NVIDIA/cutlass/blob/main/media/docs/cute/...) if you want to learn more about high performance gemm.

sparseml

12 1,974 9.6 Python

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Keras.NET

1 586 3.5 C#

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).