A library to manipulate batches of examples
Project description
redcat
Philosophy
BatchedTensorandBatchedTensorSeqmust behave liketorch.TensorBatchedArrayandBatchedArraySeqmust behave likenumpy.ndarrayBatchedTensor(resp.BatchedTensorSeq) does not have to behave likeBatchedArray( resp.BatchedArraySeq)
Installation
We highly recommend installing
a virtual environment.
redcat can be installed from pip using the following command:
pip install redcat
To make the package as slim as possible, only the minimal packages required to use redcat are
installed.
To include all the dependencies, you can use the following command:
pip install redcat[all]
Please check the get started page to see how to
install only some specific dependencies or other alternatives to install the library.
The following is the corresponding redcat versions and supported Python, PyTorch and NumPy
versions.
redcat |
coola |
numpy |
torch |
python |
|---|---|---|---|---|
main |
>=0.0.20,<0.2 |
>=1.22,<2.0 |
>=1.11,<3.0 |
>=3.9,<3.12 |
0.0.17 |
>=0.0.20,<0.0.25 |
>=1.22,<1.27 |
>=1.11,<2.2 |
>=3.9,<3.12 |
0.0.16 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
0.0.15 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
0.0.14 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
0.0.13 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
older versions
redcat |
coola |
numpy |
torch |
python |
|---|---|---|---|---|
0.0.12 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
0.0.11 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
0.0.10 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
0.0.9 |
>=0.0.20,<0.0.24 |
>=1.22,<1.27 |
>=1.11,<2.1 |
>=3.9,<3.12 |
0.0.8 |
>=0.0.20,<0.0.21 |
>=1.21,<1.26 |
>=1.11,<2.1 |
>=3.9,<3.12 |
Contributing
Please check the instructions in CONTRIBUTING.md.
API stability
:warning: While redcat is in development stage, no API is guaranteed to be stable from one
release to the next.
In fact, it is very likely that the API will change multiple times before a stable 1.0.0 release.
In practice, this means that upgrading redcat to a new version will possibly break any code that
was using the old version of redcat.
License
redcat is licensed under BSD 3-Clause "New" or "Revised" license available in LICENSE
file.
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