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-0.12.0b2022082001-py2.py3-none-manylinux1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2c5a013cfca97a63868a6c00c4b6f374f5a4a3ecd04975bde65dbb7a79f84cfd |
|
MD5 | ef82b5d986ba46bd24ed22020ff4fc77 |
|
BLAKE2b-256 | 185c2bc90e015ff4e8d15007854287de7699f53cc9528e8641403bb012607740 |
Hashes for analytics_zoo-0.12.0b2022082001-py2.py3-none-macosx_10_11_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0bee87f7cd7c74ad8ab7c52321e29b4566e5c26e1357e1dab17d8e1556de6e21 |
|
MD5 | f2fa0553d9980d90b3a566b5b87d344e |
|
BLAKE2b-256 | d3d6f2c830fa81c045166677bcd9d879aaada6a97a5ab817a4f8961ea79746fd |