data-toolset VS petastorm

Compare data-toolset vs petastorm and see what are their differences.

data-toolset

Upgrade from avro-tools and parquet-tools jars to a more user-friendly Python package. (by luminousmen)
Avro avro-tools Parquet parquet-tools
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petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code. (by uber)
Tensorflow Pytorch Deep Learning Machine Learning sysml Pyspark pyarrow Parquet parquet-files
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data-toolset petastorm
1 2
1 1,754
- 0.9%
6.8 3.7
2 months ago 5 months ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

data-toolset

Posts with mentions or reviews of data-toolset. We have used some of these posts to build our list of alternatives and similar projects.

petastorm

Posts with mentions or reviews of petastorm. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing data-toolset and petastorm you can also consider the following projects:

prql-query - Query and transform data with PRQL

horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

dbd - dbd is a database prototyping tool that enables data analysts and engineers to quickly load and transform data in SQL databases.

Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]

rill - Rill is a tool for effortlessly transforming data sets into powerful, opinionated dashboards using SQL. BI-as-code.

d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

pystore - Fast data store for Pandas time-series data

best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

data-toolset vs prql-query petastorm vs horovod data-toolset vs dbd petastorm vs Activeloop Hub data-toolset vs rill petastorm vs d2l-en data-toolset vs pystore petastorm vs best-of-ml-python