Python Tensor

Open-source Python projects categorized as Tensor
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Top 14 Python Tensor Projects

Tensor

  1. Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: Project of the Week: PyTorch | dev.to | 2025-08-29

    Check out the PyTorch project: GitHub

  2. Sevalla

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  3. tvm

    Open deep learning compiler stack for cpu, gpu and specialized accelerators

    Project mention: Apache TVM | news.ycombinator.com | 2024-09-11

  4. cupy

    NumPy & SciPy for GPU

    Project mention: Nvidia adds native Python support to CUDA | news.ycombinator.com | 2025-04-04

    The plethora of packages, including DSLs for compute and MLIR.

    https://developer.nvidia.com/how-to-cuda-python

    https://cupy.dev/

  5. einops

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

    Project mention: Einops | news.ycombinator.com | 2025-06-07

  6. executorch

    On-device AI across mobile, embedded and edge for PyTorch

    Project mention: Google AI Edge – on-device cross-platform AI deployment | news.ycombinator.com | 2025-06-01

    Genuine question, why should I use this to deploy models on the edge instead of executorch? https://github.com/pytorch/executorch

    For context, I get to choose the tech stack for a greenfield project. I think that executor h, which belongs to the pytorch ecosystem, will have a way more predictable future than anything Google does, so I currently consider executorch more.

  7. mars

    Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

  8. opt_einsum

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

  9. InfluxDB

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  10. norse

    Deep learning with spiking neural networks (SNNs) in PyTorch.

  11. tensorgrad

    Machine Learning with Symbolic Tensors

    Project mention: Tensor Evolution: A Framework for Fast Evaluation Using Recurrences | news.ycombinator.com | 2025-02-18

    This is neat! I've been thinking about how to best express recursion with diagrams for tensorgrad (https://github.com/thomasahle/tensorgrad) and this might just be it.

  12. rwkvstic

    Framework agnostic python runtime for RWKV models

  13. tensortrax

    Differentiable Tensors based on NumPy Arrays

  14. multidim_indexing

    Batch multidimensional indexing for pytorch

  15. slope-ad

    A small automatic differentiation engine, supporting higher-order derivatives

  16. tdb

    tdb: Simple, Lightweight Tool for Streamlined PyTorch Tensor and CUDA Debugging.

  17. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Tensor projects in Python? This list will help you:

# Project Stars
1 Pytorch 92,684
2 tvm 12,573
3 cupy 10,451
4 einops 9,145
5 executorch 3,168
6 mars 2,731
7 opt_einsum 939
8 norse 756
9 tensorgrad 329
10 rwkvstic 146
11 tensortrax 8
12 multidim_indexing 7
13 slope-ad 6
14 tdb 2

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