einops VS kymatio

Compare einops vs kymatio 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)
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einops kymatio
20 1
8,075 738
- 1.4%
7.5 6.8
17 days ago 20 days ago
Python Python
MIT License BSD 3-clause "New" or "Revised" 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.

kymatio

Posts with mentions or reviews of kymatio. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-05.

What are some alternatives?

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

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

ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

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

pywt - PyWavelets - Wavelet Transforms in Python

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.

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials - A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

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.

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

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

jaxopt - Hardware accelerated, batchable and differentiable optimizers in JAX.

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

numpyro - Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

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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
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