Top 12 Python Tensor Projects

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1. Pytorch

   1 384 88,230 10.0 Python

   Tensors and Dynamic neural networks in Python with strong GPU acceleration

   

   Project mention: torch.export() | dev.to | 2025-03-05

   GraphModule compiles every instruction into low-level ATen operations.

2. CodeRabbit

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3. tvm

   2 17 12,138 9.8 Python

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

   

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

4. cupy

   3 24 10,003 9.9 Python

   NumPy & SciPy for GPU

   

   Project mention: CuPy: NumPy and SciPy for GPU | news.ycombinator.com | 2024-09-20

5. einops

   4 22 8,802 7.6 Python

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

   

   Project mention: Einops Rocks | news.ycombinator.com | 2024-11-15

6. mars

   5 0 2,712 5.7 Python

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

   

7. opt_einsum

   6 1 888 4.1 Python

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

   

8. norse

   7 6 713 6.0 Python

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

   

9. SaaSHub

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10. rwkvstic

    8 2 145 6.7 Python

    Framework agnostic python runtime for RWKV models

    

11. tensortrax

    9 1 8 8.0 Python

    Differentiable Tensors based on NumPy Arrays

    

12. multidim_indexing

    10 1 7 6.3 Python

    Batch multidimensional indexing for pytorch

    

13. slope-ad

    11 1 6 9.6 Python

    A small automatic differentiation engine, supporting higher-order derivatives

    

14. tdb

    12 1 2 5.9 Python

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

    

    Project mention: TDB: Simple Tensor and CUDA debugging tool | news.ycombinator.com | 2024-04-13

Python Tensor related posts

• Don't use cosine similarity carelessly

  4 projects | news.ycombinator.com | 14 Jan 2025

• Apache TVM

  1 project | news.ycombinator.com | 11 Sep 2024

• NumPy 2.0.0

  13 projects | news.ycombinator.com | 16 Jun 2024

• Einsum in 40 Lines of Python

  6 projects | news.ycombinator.com | 27 Apr 2024

• Making AMD GPUs competitive for LLM inference

  1 project | news.ycombinator.com | 9 Aug 2023

• The Distributed Tensor Algebra Compiler (2022)

  4 projects | news.ycombinator.com | 15 Jun 2023

• MLC LLM - "MLC LLM is a universal solution that allows any language model to be deployed natively on a diverse set of hardware backends and native applications, plus a productive framework for everyone to further optimize model performance for their own use cases."

  2 projects | /r/LocalLLM | 30 Apr 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 26 Mar 2025

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