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-0.12.0b2022081101-py2.py3-none-manylinux1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 11a9e479ace4d88e0a7ceb6637e5ee54490a839b1f2a32bb47da71c8ea6727ca |
|
MD5 | 7d28c07f45e1d58800178ac92edf9bb4 |
|
BLAKE2b-256 | 12e13fe250e52ef2240449d84974d2ee09161130efaf50c8fdc1ea1604e7c744 |
Hashes for analytics_zoo-0.12.0b2022081101-py2.py3-none-macosx_10_11_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5eade796134da6e7663efbfebb58c17b848347301df45eef957f9a63c67207a2 |
|
MD5 | c940e64ad6b44d90eaee7e46347ba6f6 |
|
BLAKE2b-256 | d92110ec6d43b06c5c1aa55c46c1975df564ce20f7f72f618fb81c86b5c887fb |