A unified Data Analytics and AI platform for distributed TensorFlow, Keras, PyTorch, Apache Spark/Flink and Ray
Project description
Analytics Zoo is an open source Big Data AI platform, and includes the following features for scaling end-to-end AI to distributed Big Data:
-
Orca: seamlessly scale out TensorFlow and PyTorch for Big Data (using Spark & Ray)
-
RayOnSpark: run Ray programs directly on Big Data clusters
-
BigDL Extensions: high-level Spark ML pipeline and Keras-like APIs for BigDL
-
Chronos: scalable time series analysis using AutoML
-
PPML: privacy preserving big data analysis and machine learning (experimental)
For more information, you may read the docs.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
Hashes for analytics_zoo-0.12.0b2022081701-py2.py3-none-manylinux1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a5f2c145d9e0c559a17146e125167b0747867a6e35e1ffed880d2cb5ffb3d0a4 |
|
MD5 | ccce367f5263a888e59bd2955d707157 |
|
BLAKE2b-256 | 27a6d15ebd56c39e4e4b5ceedea1da90833117cadf61abcbac7dce05f830cdb9 |
Hashes for analytics_zoo-0.12.0b2022081701-py2.py3-none-macosx_10_11_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d909fd0f291823ada02133502d407cb69807c68321dfb97ea3982eb2f7437660 |
|
MD5 | 344f749ad4aa16fd09ab06e203523619 |
|
BLAKE2b-256 | 57858501221fa0259bd334fdc0774bc26522328ac56977888f60c42d75ccdf90 |