Metadata-Version: 2.1
Name: driada
Version: 0.0.3
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: imageio
Requires-Dist: gitpython
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]`
