tensor-sensor
The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
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Download Latest Version (.zip)- test.yml
- ast.svg
- dtypes.png
- experiments.graffle
- mm.svg
- sample-1.svg
- sample-2.svg
- demo.ipynb
- tensor-sensor-old-msgs.pptx
- tensor-sensor.pdf
- tensor-sensor.pptx
- examples.ipynb
- ones.py
- play_cmaps.py
- playground.ipynb
- str_size_matplotlib.py
- test2.py
- test3.py
- test_dtype.py
- test_incr_eval.py
- test_invalid_stat.py
- test_jax.py
- test_nested.py
- test_parser.py
- test_tensorflow.py
- test_tree_eval.py
- testexc.py
- viz_testing.py
- __init__.py
- analysis.py
- ast.py
- parsing.py
- version.py
- viz.py
- .gitignore
- contributing.md
- LICENSE
- README.md
- setup.py
# Installation Guide
git clone https://github.com/parrt/tensor-sensor
Downloads the entire project code from GitHub to your computer.
cd tensor-sensor
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip install tensor-sensor # This will only install the library for you
Installs the package published on PyPI directly β no need to clone the source.
pip install tensor-sensor[torch] # install pytorch related dependency
Installs the package published on PyPI directly β no need to clone the source.
pip install tensor-sensor[tensorflow] # install tensorflow related dependency
Installs the package published on PyPI directly β no need to clone the source.
pip install tensor-sensor[jax] # install jax, jaxlib
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.
3. Python
Easypip install tensor-sensor # This will only install the library for you
Installs the package published on PyPI directly β no need to clone the source.
pip install tensor-sensor[torch] # install pytorch related dependency
Installs the package published on PyPI directly β no need to clone the source.
pip install tensor-sensor[tensorflow] # install tensorflow related dependency
Installs the package published on PyPI directly β no need to clone the source.
pip install tensor-sensor[jax] # install jax, jaxlib
Installs the package published on PyPI directly β no need to clone the source.
pip install tensor-sensor[all] # install tensorflow, pytorch, jax
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.