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Author:
Gregory Beurier
Summary:
A comprehensive Python library for Near-Infrared Spectroscopy (NIRS) data analysis with ML/DL pipelines.
Latest version:
1.4.10
Required dependencies:
cloudpickle
|
dag-ml
|
dag-ml-data
|
h5py
|
ikpls
|
joblib
|
jsonschema
|
kennard-stone
|
nirs4all-core
|
nirs4all-io
|
nirs4all-methods
|
numpy
|
optuna
|
packaging
|
pandas
|
pls4all
|
polars
|
pyarrow
|
pybaselines
|
pydantic
|
pyopls
|
pywavelets
|
pyyaml
|
referencing
|
scikit-learn
|
scipy
|
trendfitter
Optional dependencies:
autogluon
|
build
|
duckdb
|
flax
|
jax
|
jaxlib
|
keras
|
matplotlib
|
mypy
|
myst-parser
|
nirs4all-core
|
nirs4all-methods
|
nirs4all-tools
|
pdf2image
|
pls4all
|
pypandoc
|
pypdf2
|
pytest
|
pytest-benchmark
|
pytest-cov
|
pytest-timeout
|
pytest-xdist
|
ruff
|
shap
|
sphinx
|
sphinx-copybutton
|
sphinx-design
|
sphinx-rtd-theme
|
sphinxcontrib-mermaid
|
sphinxext-opengraph
|
tabpfn
|
tensorflow
|
torch
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