petastorm VS nni

Compare petastorm vs nni and see what are their differences.

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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nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. (by microsoft)
Automl Deep Learning neural-architecture-search hyperparameter-optimization Distributed bayesian-optimization automated-machine-learning Machine Learning machine-learning-algorithms Data Science Tensorflow Pytorch neural-network deep-neural-network model-compression feature-engineering Nas Python hyperparameter-tuning Mlops
Source Code
nni.readthedocs.io
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petastorm nni
2 5
1,748 13,708
1.1% 0.8%
3.7 6.7
5 months ago about 1 month ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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petastorm

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

nni

Posts with mentions or reviews of nni. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-04.

What are some alternatives?

When comparing petastorm and nni you can also consider the following projects:

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

optuna - A hyperparameter optimization framework

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]

FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

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.

autogluon - AutoGluon: Fast and Accurate ML in 3 Lines of Code

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

AutoML - This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream]

jina - ☁️ Build multimodal AI applications with cloud-native stack

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

automlbenchmark - OpenML AutoML Benchmarking Framework

petastorm vs horovod nni vs optuna petastorm vs Activeloop Hub nni vs FLAML petastorm vs d2l-en nni vs autogluon petastorm vs best-of-ml-python nni vs AutoML petastorm vs jina nni vs hyperopt petastorm vs wandb nni vs automlbenchmark