Top 7 Python gpu-acceleration Projects

GenerativeAIExamples

1 1,502 7.1 Python

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Project mention: FLaNK Weekly 18 Dec 2023 | dev.to | 2023-12-18

opt_einsum

1 802 0.0 Python

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
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.
kafka-ml

1 144 7.9 Python

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

Project mention: What are your favorite tools or components in the Kafka ecosystem? | /r/apachekafka | 2023-05-31

For example, CLIs, UIs, monitoring tools / integrations, cluster administration, stream processing libraries (Flink, Kafka Streams, smaller / newer libs), etc? Anything in the ML / AI space (e.g. a quick Google search came up with https://github.com/ertis-research/kafka-ml).

RLSolver

1 106 9.5 Python

Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.
dpnp

1 91 9.5 Python

Data Parallel Extension for NumPy
xrt

1 77 8.9 Python

Package xrt (XRayTracer) is a python software library for ray tracing and wave propagation in x-ray regime. It is primarily meant for modeling synchrotron sources, beamlines and beamline elements. (by kklmn)
tensorexperiments

1 36 0.0 Python

Boilerplate for GPU-Accelerated TensorFlow and PyTorch code on M1 Macbook
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).