twinbooster

View on PyPIReverse Dependencies (0)

0.3.1 twinbooster-0.3.1-py3-none-any.whl

Wheel Details

Project: twinbooster
Version: 0.3.1
Filename: twinbooster-0.3.1-py3-none-any.whl
Download: [link]
Size: 42973
MD5: b3b2a4384e0ca75fb8f5dc5ddc959f3f
SHA256: da6e44eca2e9d2817ac92e80ff2efccd7fcc3565e03c77c05b36969cb15523cc
Uploaded: 2024-03-22 09:10:44 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: twinbooster
Version: 0.3.1
Summary: Python package for TwinBooster: Synergising Chemical Structures and Bioassay Descriptions for Enhanced Molecular Property Prediction in Drug Discovery
Author-Email: "Maximilian G. Schuh" <m.schuh[at]tum.de>
Project-Url: Repository, https://github.com/maxischuh/TwinBooster
License: MIT License Copyright (c) 2024 Maximilian Schuh 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.
Requires-Python: ==3.8.*
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: torch (==2.0.1)
Requires-Dist: transformers (==4.30.2)
Requires-Dist: datasets
Requires-Dist: tqdm
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: joblib
Requires-Dist: matplotlib
Requires-Dist: lightgbm (==3.3.5)
Requires-Dist: rdkit (==2023.3.2)
Requires-Dist: pynvml
Requires-Dist: ConfigSpace
Requires-Dist: smac
Requires-Dist: optuna
Requires-Dist: jupyterlab
Requires-Dist: pathlib
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 1468 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
twinbooster/__init__.py sha256=jukaMNQYwo4au5jibTotyph_vx1Khj48uvTlhnw9hdo 446
twinbooster/datasets/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
twinbooster/datasets/fsmol.py sha256=Cxn47AKZA8dzPydfv0Jimjr-n-gN8otTxOjahKEsd0w 3406
twinbooster/notebooks/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
twinbooster/notebooks/eval_assay.py sha256=tnVzgGRFMxBAuLJnsQ7Z5SM_HULcbIF6PrvVTDNzV3A 5086
twinbooster/notebooks/eval_zero_shot_lgbm_mf.py sha256=BIoCoBktSGF8MD0_S9taOJWuZOgOU6cAurz7XEXvWqw 9807
twinbooster/notebooks/ablations/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
twinbooster/notebooks/ablations/eval_zero_shot_lgbm_mf.py sha256=dRVPpv4Gb5Av9sU0JKPqurQqj4bmaiSBpM9g0fDSXVU 10492
twinbooster/scripts/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
twinbooster/scripts/downloader.py sha256=OAJQxnQBiTgpjpuY8u65kol0LT8tp5k2t8cQe9nPn0g 3779
twinbooster/scripts/model.py sha256=tdD4NnHppMNhoPZex1Pd4aE_JtbRt3cxL1XyC7Gq-Q0 4337
twinbooster/scripts/barlow_twins/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
twinbooster/scripts/barlow_twins/barlow_twins.py sha256=XObgk53pnlAVhlQrwc4Ux1TT3d_kfUJ4ZzR2f3Mhk9E 19780
twinbooster/scripts/barlow_twins/base_model.py sha256=zTHd9Ui-GJZ8wqV6DaFrGRJBQhDTTkyoTLUsSnqEnAI 2370
twinbooster/scripts/barlow_twins/hp_tuning.py sha256=9PKYa7TUa_qqgxan4Rsu-rat2bEmP8r02SjBTCA68dI 3403
twinbooster/scripts/barlow_twins/preprocessor.py sha256=Xj7boDit_BqCnm7EUGsfiUBCGKZqCtWL0i17rKFfq3E 8606
twinbooster/scripts/barlow_twins/pretraining_pipeline.py sha256=qMK5APCA4FViaFXVXNkAumbmVmiGjK7aYQXvk8q-IPI 10345
twinbooster/scripts/llm/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
twinbooster/scripts/llm/aid_embedding.py sha256=mVDwO5tOoX1422mKc-OPbL8v1zyBAsUUYMf8jWfvlto 5042
twinbooster/scripts/llm/augmented_text_processor.py sha256=8WfGOv_UlOOf9lfxGyPKRZnuIg6o6nSpkly1zGFkuBc 5066
twinbooster/scripts/llm/test_text_embedding.py sha256=Z4mRD6Ov_UxaPPUid-zWNI0eKkZJGt3oF-tXr49IMhw 5324
twinbooster/scripts/llm/text_embeddings.py sha256=YqBMtiTiztS7AmApP4-DoLztfqkotmalPKA50z1L2h0 6053
twinbooster/scripts/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
twinbooster/scripts/utils/utils.py sha256=auJl2wkszU_ly6AWPnowJzLk0eseLj4jqQh6brmuav4 7868
twinbooster/scripts/utils/utils_chem.py sha256=mfTaDTTKIJf7nw9rCAq9zWH67ANIbGNbLIdr0fYcMC8 1447
twinbooster/scripts/utils/utils_parallel.py sha256=3kaQxz7aNQ3fRild288v7xu-Vu6_xtK5Mw4Xi1D9tDI 2558
twinbooster-0.3.1.dist-info/LICENSE sha256=kfPpGd-6y8gRibGxGJLa6-DIEs2UYdSLeeOv__htV4I 1093
twinbooster-0.3.1.dist-info/METADATA sha256=Xi7_PEZcMhUA1KG243xv-GlVP0D-Hhyt9QQlPpWTmJM 3595
twinbooster-0.3.1.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
twinbooster-0.3.1.dist-info/top_level.txt sha256=wsoEFfhIudSD02iA0CYxJNqc3_Q68c8OBR5Uib8dY2Y 12
twinbooster-0.3.1.dist-info/RECORD

top_level.txt

twinbooster