sc-heimdall

View on PyPIReverse Dependencies (0)

0.2.0 sc_heimdall-0.2.0-py3-none-any.whl

Wheel Details

Project: sc-heimdall
Version: 0.2.0
Filename: sc_heimdall-0.2.0-py3-none-any.whl
Download: [link]
Size: 36201
MD5: 54e15975b6dd720fa72f7355f1b88975
SHA256: 01e9305e1141b3628e56a7af90c06330c84098fde923476f3710315ccc518d27
Uploaded: 2024-12-24 22:58:42 +0000

dist-info

METADATA

Metadata-Version: 2.4
Name: sc-heimdall
Version: 0.2.0
Summary: Heimdall: A Comprehensive Paradigm for Evaluating Single-Cell Representations within Foundational Models
Author: Remy Liu, Nicholas Ho
Author-Email: Shahul Alam <alam.shahul[at]gmail.com>
License: MIT License Copyright (c) 2024 Spencer Krieger Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.10
Requires-Dist: accelerate
Requires-Dist: anndata (>=0.11.0)
Requires-Dist: awkward
Requires-Dist: datasets
Requires-Dist: einops
Requires-Dist: hydra-core
Requires-Dist: mygene
Requires-Dist: numpy
Requires-Dist: omegaconf
Requires-Dist: packaging
Requires-Dist: pandas
Requires-Dist: scanpy
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: torchmetrics
Requires-Dist: tqdm
Requires-Dist: transformers
Requires-Dist: wandb
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 4159 characters]

WHEEL

Wheel-Version: 1.0
Generator: hatchling 1.27.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
Heimdall/__about__.py sha256=GuRh9_2Wje5N4fryJNYRb5KGn8iRmtvEe1XfWu-PtWc 19
Heimdall/cell_representations.py sha256=ePUBfjpgkJSY55FZ7xEa15oYkvLIKtNDwKqeILlBXnQ 17786
Heimdall/datasets.py sha256=YNgB8qtToWBubEuLXVpXCKW5E3IFf6KejMMddfw3JT0 12210
Heimdall/embedding.py sha256=lkpZXt3SzH746JnpcdiZprqoO3wlts_yEjmOY2XXeGo 2597
Heimdall/fc.py sha256=SBXWsk3oFAv_5yQKq-X_RkeZccs61shTvDu_f996elY 9146
Heimdall/fe.py sha256=yXrMaE48iTjTNIKqBmkJul5xOK3ifHJoa4o-NOJKPQk 9803
Heimdall/fg.py sha256=g8MKOQ3EKYp66meb4dvTTlelur1X73DOC37Y06S9vbg 8826
Heimdall/flash_attention_models.py sha256=ORE2IYId5hx9OiQO-W7mR6YmFA4d2YhTMBEEdIdT0Rk 2768
Heimdall/losses.py sha256=ycQUQNWjeFxrOUssgOM19sznyQvMetoGbFkCQvxnzp4 1251
Heimdall/models.py sha256=jOchmaurV6YdS-iitsVKl3CW7VLNarJ-hjCrOgKmlOQ 14563
Heimdall/trainer.py sha256=MTij7XDTkyCXkhrmBgC6xWxFB1mpcZLknU2FqhdHswg 18730
Heimdall/utils.py sha256=ZKNGBIV_qwedOSaQRFUkATHWtEmL5J2k9nDAjg1WEAY 15338
sc_heimdall-0.2.0.dist-info/METADATA sha256=1EROP96UTTxrCmuE-cJ9C6fKH3OQpYjniY-7loGiELc 6317
sc_heimdall-0.2.0.dist-info/WHEEL sha256=qtCwoSJWgHk21S1Kb4ihdzI2rlJ1ZKaIurTj_ngOhyQ 87
sc_heimdall-0.2.0.dist-info/licenses/LICENSE sha256=v6t1aDn6Yc8azrR23vlExSTblgDdSzbAC2zGbiEHy9g 1072
sc_heimdall-0.2.0.dist-info/RECORD