Metadata-Version: 2.1
Name: driada
Version: 0.0.2
Summary: Population and element-level analysis of neuronal computations
Author-email: Nikita Pospelov <pospelov.na14@physics.msu.ru>
License: MIT License
Project-URL: Homepage, https://github.com/iabs-neuro/driada
Project-URL: Issues, https://github.com/iabs-neuro/driada/issues
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: pywavelets
Requires-Dist: openpyxl
Requires-Dist: chardet
Requires-Dist: umap-learn
Requires-Dist: numpy~=1.24.3
Requires-Dist: scikit-learn~=1.3.0
Requires-Dist: pandas~=2.1.4
Requires-Dist: matplotlib~=3.8.0
Requires-Dist: networkx~=3.1
Requires-Dist: pytest~=7.4.0
Requires-Dist: scipy~=1.11.4
Requires-Dist: tqdm~=4.66.1
Requires-Dist: numba~=0.59.0
Requires-Dist: pydrive2~=1.19.0
Requires-Dist: pytz~=2023.3.post1
Requires-Dist: wget~=3.2
Requires-Dist: gdown~=5.1.0
Requires-Dist: requests~=2.31.0
Requires-Dist: regex~=2023.10.3
Requires-Dist: beautifulsoup4~=4.12.3
Requires-Dist: seaborn~=0.12.2
Requires-Dist: ssqueezepy~=0.6.5
Requires-Dist: cvxpy~=1.4.2
Requires-Dist: pynndescent~=0.5.10
Requires-Dist: pydiffmap~=0.2.0.1
Provides-Extra: gpu
Requires-Dist: torch; extra == "gpu"
Requires-Dist: torchvision; extra == "gpu"
Requires-Dist: torchaudio; extra == "gpu"
Requires-Dist: torch-mist; extra == "gpu"

# driada
Dimensionality Reduction for Integrated Activity Data


Installation (old): <br>
`conda create driada` <br>
`conda activate driada` <br>
`conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia` <br>
`conda install scikit-learn numba pywavelets networkx pandas regex openpyxl chardet pytest pynndescent seaborn` <br>
`pip install cmake PyDrive2 wget gdown umap-learn pydiffmap cvxpy torch torch-mist`

Installation (new): <br>
`pip install driada[gpu]`
