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pyproject.toml
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[tool.poetry]
name = "mlencrypt-research"
version = "0.1.0"
description = "Hyperparameter Optimization of Tree Parity Machines to Minimize the Effectiveness of Unconventional Attacks on Neural Cryptography."
authors = ["Sumanth Ratna <[email protected]>", "Anika Karpurapu"]
[tool.poetry.dependencies]
python = "^3.6.1"
numpy = "^1.18.4"
seaborn = "^0.10.1"
tensorflow = "^2.2.0"
setuptools = ">=41.0.0"
click = "^7.1.2"
ray = {extras = ["tune", "debug"], version = "^0.8.6"}
hyperopt = {git = "https://github.com/hyperopt/hyperopt.git"}
bayesian-optimization = "^1.2.0"
nevergrad = "^0.4.1"
scikit-optimize = "^0.7.4"
dragonfly-opt = "^0.1.5"
hpbandster = "^0.7.4"
ConfigSpace = "^0.4.13"
tensorboard_plugin_profile = "^2.2.0"
wandb = "^0.9.0"
zoopt = "^0.4.0"
horovod = {extras = ["tensorflow"], version = "^0.19.5"}
[tool.poetry.dev-dependencies]
pytest = "^5.4.2"
[tool.poetry.scripts]
mlencrypt-research = "mlencrypt_research.cli:cli"
[build-system]
requires = ["poetry>=0.12"]
build-backend = "poetry.masonry.api"