einops VS opt_einsum

Compare einops vs opt_einsum 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)

opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization. (by dgasmith)
Scout Monitoring - Free Django app performance insights with Scout Monitoring
Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
www.scoutapm.com
featured
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
featured
einops opt_einsum
20 1
8,075 812
- -
7.5 4.9
17 days ago 21 days ago
Python Python
MIT License MIT License
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.

opt_einsum

Posts with mentions or reviews of opt_einsum. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-11.

What are some alternatives?

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

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

cupy - NumPy & SciPy for GPU

kymatio - Wavelet scattering transforms in Python with GPU acceleration

pyinstrument - 🚴 Call stack profiler for Python. Shows you why your code is slow!

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.

caer - High-performance Vision library in Python. Scale your research, not boilerplate.

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.

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

xrt - Package xrt (XRayTracer) is a python software library for ray tracing and wave propagation in x-ray regime. It is primarily meant for modeling synchrotron sources, beamlines and beamline elements.

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

dlpack - common in-memory tensor structure

Scout Monitoring - Free Django app performance insights with Scout Monitoring
Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
www.scoutapm.com
featured
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
featured