einops VS horovod

Compare einops vs horovod and see what are their differences.

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others) (by arogozhnikov)

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. (by horovod)
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einops horovod
20 8
8,075 14,038
- 0.6%
7.5 4.5
17 days ago 20 days ago
Python Python
MIT License GNU General Public License v3.0 or later
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.

einops

Posts with mentions or reviews of einops. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-06-16.

horovod

Posts with mentions or reviews of horovod. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-08.

What are some alternatives?

When comparing einops and horovod you can also consider the following projects:

extending-jax - Extending JAX with custom C++ and CUDA code

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.

opt_einsum - ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

DeepDanbooru - AI based multi-label girl image classification system, implemented by using TensorFlow.

kymatio - Wavelet scattering transforms in Python with GPU acceleration

mpi4jax - Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

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.

NudeNet - Neural Nets for Nudity Detection and Censoring

data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

onepanel - The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.

3d-ken-burns - an implementation of 3D Ken Burns Effect from a Single Image using PyTorch

thinc - 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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