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DTRGym

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0.1.0 DTRGym-0.1.0-py3-none-any.whl

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Project: DTRGym
Version: 0.1.0
Filename: DTRGym-0.1.0-py3-none-any.whl
Download: [link]
Size: 69193
MD5: 4760393528f569f688d931bce2198fcd
SHA256: 4c67825fe149ac21f3dcce1cd750743f5696d71c6dcc72c6ad1c10541d6fe86d
Uploaded: 2024-03-19 11:50:21 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: DTRGym
Version: 0.1.0
Summary: A Collection of Reinforcement Learning Environments for Dynamic Treatment Regime Simulation.
Author: Zhiyao Luo, Mingcheng Zhu
Author-Email: zhiyao.luo[at]eng.ox.ac.uk
Home-Page: http://github.com/GilesLuo/DTRGym
Project-Url: Source Code, https://github.com/GilesLuo/DTRGym
License: MIT
Keywords: Healthcare Simulation,Dynamic Treatment Regime,Reinforcement Learning
Requires-Python: == 3.10.*
Requires-Dist: torch (>=1.13)
Requires-Dist: numpy (==1.25.*)
Requires-Dist: tianshou (==0.5.0)
Requires-Dist: simglucose (==0.2.3)
Requires-Dist: urllib3
Requires-Dist: packaging
Requires-Dist: tqdm
Requires-Dist: matplotlib
Requires-Dist: scipy
Requires-Dist: pandas
Requires-Dist: gymnasium
Requires-Dist: gym
Requires-Dist: flake8; extra == "dev"
Requires-Dist: pytest; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: mypy; extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 6904 characters]

WHEEL

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

RECORD

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DTRGym/__init__.py sha256=81nOHMRvfPba65WgddN3O_crBjBFM2-3mUisNrRXBPQ 6803
DTRGym/ahn_chemo_env.py sha256=DAIyUg9n8LfNvdvtNACkvMP24SSRRFcncgXpNi4rWg4 13856
DTRGym/base.py sha256=5XQXccHl0CO-NKBXw3j6AA_EiuMGHJKp--HqXj8eJ70 6992
DTRGym/ghaffari_cancer_env.py sha256=ljpIcsI_NCDezPve9gtyjC7l30uR3udhZhvXJUcvK-U 21267
DTRGym/simglucose_env.py sha256=KVkWCyXAKozZbRGFt_-G6v840SC1fe-delgkz5D92FY 12657
DTRGym/utils.py sha256=wVKxRuNkn6iIATENxNR3yNXRsYgunFMDqtPn7DahwYA 3927
DTRGym/OberstSepsisEnv/DataGenerator.py sha256=6oh2kO0o1dxZnUtuN3p3Os9TerMAPLPpVG9g2X9I1zQ 3957
DTRGym/OberstSepsisEnv/MDP.py sha256=f1dKrkeyIivZrMKUE5u6kaSWZKF08F6JX24ZQ1owaEA 12640
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DTRGym/OberstSepsisEnv/state.py sha256=KnrnYG4gXBOmRO9Mq9cc_0UrtHhdAKU-NNX5NSiuDhM 7804
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DTRGym/OberstSepsisEnv/mdptoolboxSrc/__init__.py sha256=VeWrjosZwxxyP7gq5gnZB2xzW6xOpa6mi6ZXjal2gdA 3136
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DTRGym-0.1.0.dist-info/RECORD — —

top_level.txt

DTRGym