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aiueola committed May 31, 2023
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2 changes: 1 addition & 1 deletion LICENSE
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same "printed page" as the copyright notice for easier
identification within third-party archives.

Copyright [2023] [Haruka Kiyohara, Ren Kishimoto, Hakuhodo Technologies, and Hanjuku-kaso Co., Ltd.]
Copyright [2023] [Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd.]

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -433,7 +433,7 @@ This project is licensed under Apache 2.0 license - see [LICENSE](LICENSE) file

- [Haruka Kiyohara](https://sites.google.com/view/harukakiyohara) (**Main Contributor**)
- Ren Kishimoto (Tokyo Institute of Technology)
- Kosuke Kawakami (Hakuhodo Technologies)
- Kosuke Kawakami (HAKUHODO Technologies Inc.)
- Ken Kobayashi (Tokyo Institute of Technology)
- Kazuhide Nakata (Tokyo Institute of Technology)
- [Yuta Saito](https://usait0.com/en/) (Cornell University)
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2 changes: 1 addition & 1 deletion basicgym/README.md
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Expand Up @@ -269,7 +269,7 @@ This project is licensed under Apache 2.0 license - see [LICENSE](../LICENSE) fi

- [Haruka Kiyohara](https://sites.google.com/view/harukakiyohara) (**Main Contributor**)
- Ren Kishimoto (Tokyo Institute of Technology)
- Kosuke Kawakami (Hakuhodo Technologies)
- Kosuke Kawakami (HAKUHODO Technologies Inc.)
- Ken Kobayashi (Tokyo Institute of Technology)
- Kazuhide Nakata (Tokyo Institute of Technology)
- [Yuta Saito](https://usait0.com/en/) (Cornell University)
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2 changes: 1 addition & 1 deletion basicgym/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

import gym
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2 changes: 1 addition & 1 deletion basicgym/envs/simulator/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

from basicgym.envs.simulator.function import (
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2 changes: 1 addition & 1 deletion basicgym/envs/simulator/base.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Abstract Base Class for Simulation."""
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2 changes: 1 addition & 1 deletion basicgym/envs/simulator/function.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Mathematical Functions used in Synthetic System ."""
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2 changes: 1 addition & 1 deletion basicgym/envs/synthetic.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Basic Reinforcement Learning (RL) Environment."""
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2 changes: 1 addition & 1 deletion basicgym/types.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Types."""
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2 changes: 1 addition & 1 deletion basicgym/utils.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Useful tools."""
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2 changes: 1 addition & 1 deletion docs/conf.py
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# -- Project information -----------------------------------------------------

project = "SCOPE-RL"
copyright = "2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Technologies, Hanjuku-kaso Co. Ltd.,"
copyright = "2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., Hanjuku-kaso Co. Ltd.,"
author = "Haruka Kiyohara"

# The full version, including alpha/beta/rc tags
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2 changes: 1 addition & 1 deletion recgym/README.md
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Expand Up @@ -254,7 +254,7 @@ This project is licensed under Apache 2.0 license - see [LICENSE](../LICENSE) fi

- [Haruka Kiyohara](https://sites.google.com/view/harukakiyohara) (**Main Contributor**)
- Ren Kishimoto (Tokyo Institute of Technology)
- Kosuke Kawakami (Hakuhodo Technologies)
- Kosuke Kawakami (HAKUHODO Technologies Inc.)
- Ken Kobayashi (Tokyo Institute of Technology)
- Kazuhide Nakata (Tokyo Institute of Technology)
- [Yuta Saito](https://usait0.com/en/) (Cornell University)
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2 changes: 1 addition & 1 deletion recgym/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

import gym
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2 changes: 1 addition & 1 deletion recgym/envs/rec.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Reinforcement Learning (RL) Environment for Recommender System (REC)."""
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2 changes: 1 addition & 1 deletion recgym/envs/simulator/__init__ .py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

from recgym.envs.simulator.function import UserModel
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2 changes: 1 addition & 1 deletion recgym/envs/simulator/base.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Abstract Base Class for Simulation."""
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2 changes: 1 addition & 1 deletion recgym/envs/simulator/function.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Mathematical Functions used in Recommender System (REC) ."""
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2 changes: 1 addition & 1 deletion recgym/types.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.


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2 changes: 1 addition & 1 deletion recgym/utils.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.


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2 changes: 1 addition & 1 deletion rtbgym/README.md
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Expand Up @@ -385,7 +385,7 @@ This project is licensed under Apache 2.0 license - see [LICENSE](../LICENSE) fi

- [Haruka Kiyohara](https://sites.google.com/view/harukakiyohara) (**Main Contributor**)
- Ren Kishimoto (Tokyo Institute of Technology)
- Kosuke Kawakami (Hakuhodo Technologies)
- Kosuke Kawakami (HAKUHODO Technologies Inc.)
- Ken Kobayashi (Tokyo Institute of Technology)
- Kazuhide Nakata (Tokyo Institute of Technology)
- [Yuta Saito](https://usait0.com/en/) (Cornell University)
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2 changes: 1 addition & 1 deletion rtbgym/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

import gym
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2 changes: 1 addition & 1 deletion rtbgym/envs/rtb.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Reinforcement Learning (RL) Environment for Real-Time Bidding (RTB)."""
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2 changes: 1 addition & 1 deletion rtbgym/envs/simulator/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.


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2 changes: 1 addition & 1 deletion rtbgym/envs/simulator/base.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Abstract Base Class for Simulation."""
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2 changes: 1 addition & 1 deletion rtbgym/envs/simulator/bidder.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Bid Price Calculation."""
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2 changes: 1 addition & 1 deletion rtbgym/envs/simulator/function.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Mathematical Functions used in Real-Time Bidding (RTB) Simulation."""
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2 changes: 1 addition & 1 deletion rtbgym/envs/simulator/rtb_synthetic.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Synthetic Bidding Auction Simulation."""
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2 changes: 1 addition & 1 deletion rtbgym/envs/wrapper_rtb.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Customization of RTBEnv."""
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2 changes: 1 addition & 1 deletion rtbgym/types.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Types."""
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2 changes: 1 addition & 1 deletion rtbgym/utils.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Useful tools."""
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2 changes: 1 addition & 1 deletion scope_rl/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

from .version import __version__ # noqa
2 changes: 1 addition & 1 deletion scope_rl/dataset/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

from scope_rl.dataset.base import BaseDataset
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2 changes: 1 addition & 1 deletion scope_rl/dataset/base.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Abstract base class for logged dataset."""
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2 changes: 1 addition & 1 deletion scope_rl/dataset/synthetic.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Class to handle synthetic dataset generation."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

from scope_rl.ope.ops import OffPolicySelection
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2 changes: 1 addition & 1 deletion scope_rl/ope/basic_estimators_continuous.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Off-Policy Estimators for continuous action cases (designed for deterministic policies)."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/basic_estimators_discrete.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Off-Policy Estimators for discrete action cases."""
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Cumulative Distribution Off-Policy Estimators for continuous action cases (designed for deterministic policies)."""
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Cumulative Distribution Off-Policy Estimators for discrete action cases."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/estimators_base.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Abstract base class for Off-Policy Estimator."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/input.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Meta class to create input for Off-Policy Evaluation (OPE)."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/marginal_estimators_continuous.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""State(-Action) Marginal Off-Policy Estimators for continuous action cases (designed for deterministic policies)."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/marginal_estimators_discrete.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""State(-Action) Marginal Off-Policy Estimators for discrete action cases."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/online.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"On-Policy performance comparison."
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2 changes: 1 addition & 1 deletion scope_rl/ope/ope.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Meta class to handle standard and cumulative distribution OPE."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/ops.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Meta class to handle Off-Policy Selection (OPS) and evaluation of OPE/OPS."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/weight_value_learning/__init__.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

from scope_rl.ope.weight_value_learning.base import BaseWeightValueLearner
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Augmented Lagrangian method for weight/value function learning (continuous action cases)."""
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Augmented Lagrangian method for weight/value function learning (discrete action cases)."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/weight_value_learning/base.py
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# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Abstract base class for weight and value learning."""
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2 changes: 1 addition & 1 deletion scope_rl/ope/weight_value_learning/function.py
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@@ -1,4 +1,4 @@
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Weight and Value Functions."""
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@@ -1,4 +1,4 @@
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Minimax value function learning (continuous action cases)."""
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@@ -1,4 +1,4 @@
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, Hakuhodo Techonologies, and Hanjuku-kaso Co., Ltd. All rights reserved.
# Copyright (c) 2023, Haruka Kiyohara, Ren Kishimoto, HAKUHODO Technologies Inc., and Hanjuku-kaso Co., Ltd. All rights reserved.
# Licensed under the Apache 2.0 License.

"""Minimax value function learning (discrete action cases)."""
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