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笔记 | Ubuntu下NTFS分区read-only状态清除修复

sudo 笔记文件系统系统 ubuntu

Ubuntu 20.04的物理系统下，我的一个NTFS分区可能由于在Windows更新时进行了强制关机出现了错误，因此在Ubuntu下无法正常写入，出现了read-only状态。

2024-07-22

1930

笔记 | Python环境下的GUI编程常用包

gui 笔记编程框架 python

Python的使用频率和范围越来越大，在一些开发工作中由于需要可视化的图形界面，常常需要进行图形用户界面（Graphic User Interface, GUI）开发。例如，目前最火热的大模型应用，常常是以一个网页界面进行操作和展示，从而免去了控制台或接口操作的复杂性。因此本文总结记录了我接触了解过的GUI开发相关工具和依赖库。

2024-07-20

1130

强化学习在生成式预训练语言模型中的研究现状简单调研

人工智能强化学习模型数据优化

本文旨在深入探讨强化学习在生成式预训练语言模型中的应用，特别是在对齐优化、提示词优化和经验记忆增强提示词等方面的具体实践。通过对现有研究的综述，我们将揭示强化学习在提高生成式语言模型性能和人类对话交互的关键作用。虽然这些应用展示了巨大的潜力，但也将讨论现有方法的挑战和可能的未来发展方向。

2024-01-10

4000

强化学习Double DQN方法玩雅达利Breakout游戏完整实现代码与评估pytorch

模型游戏强化学习 pytorch double

Breakout是一款经典的雅达利游戏，也就是我们所熟知的“打砖块”。玩家需要左右移动在屏幕下方的短平板子将一颗不断弹跳的小球反弹回屏幕上方，使其将一块块矩形砖块组成的六行砖块墙面打碎，并防止小球从屏幕底部掉落。在Atari 2600版本的Breakout中，玩家共有5次小球掉落机会，一旦用完就标志游戏结束，每打掉一块砖块得1分，全部打掉则游戏胜利结束。

2024-01-10

7630

论文复现 | Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

detection series time 论文数据

初始条件介绍和必要准备工作，代码来自https://github.com/thuml/Anomaly-Transformer，论文数据来自作者提供的Google Cloud

2023-12-24

2.2K1

阅读笔记 | Privacy vs. Efficiency: Achieving Both Through Adaptive Hierarchical Federated Learning

cloud dp model privacy 笔记

The paper argue that the efficiency and data privacy of Federated Learning are non-orthogonal from the perspective of model training, which means they are restricting each other. So that the paper strictly formulates the problem at first, and designs a cloud-edge-end hierarchical FL system with adaptive control algorithm embedding a two-level Differential Protection method to relieve both the resource and privacy concerns. The design follows the following ideas:

2023-11-29

1580

OpenCloudOS | yum源配置

yum https key tree 配置

2023-10-31

1.2K1

阅读笔记｜Life on the Edge: Unraveling Policies into Configurations

edge 笔记编译器配置网络

info: W. X. Zhao et al., “A Survey of Large Language Models.” arXiv, Sep. 11, 2023. Accessed: Sep. 18, 2023. [Online]. Available: http://arxiv.org/abs/2303.18223

2023-10-29

1370

阅读笔记｜SIMPLE-fying Middlebox Policy Enforcement Using SDN

sdn policy using 笔记网络

info: Qazi, Zafar Ayyub, Rui Miao, Cheng-Chun Tu, Vyas Sekar, Luis Chiang, and Minlan Yu. “SIMPLE-Fying Middlebox Policy Enforcement Using SDN,” n.d.

2023-10-29

1550

阅读笔记｜P4: programming protocol-independent packet processors

packet 笔记交换机协议重构

info: Bosshart, Pat, Dan Daly, Glen Gibb, Martin Izzard, Nick McKeown, Jennifer Rexford, Cole Schlesinger, et al. “P4: Programming Protocol-Independent Packet Processors.” ACM SIGCOMM Computer Communication Review 44, no. 3 (July 28, 2014): 87–95. https://doi.org/10.1145/2656877.2656890.

2023-10-29

2650

阅读笔记｜Verifying and Monitoring IoTs Network Behavior Using MUD Profiles

behavior monitoring network using 笔记

info: A. Hamza, D. Ranathunga, H. H. Gharakheili, T. A. Benson, M. Roughan, and V. Sivaraman, “Verifying and Monitoring IoTs Network Behavior Using MUD Profiles,” IEEE Trans. Dependable and Secure Comput., vol. 19, no. 1, pp. 1–18, Jan. 2022, doi: 10.1109/TDSC.2020.2997898.

2023-10-15

1310

阅读笔记｜Attention Is All You Need

笔记翻译连接模型数据

info: A. Vaswani et al., “Attention Is All You Need,” 2017, doi: 10.48550/ARXIV.1706.03762.

2023-10-15

3970

阅读笔记｜Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills

强化学习笔记工作算法优化

info: T. Benson, A. Akella, and D. A. Maltz, “Mining policies from enterprise network configuration,” in Proceedings of the 9th ACM SIGCOMM conference on Internet measurement, Chicago Illinois USA: ACM, Nov. 2009, pp. 136–142. doi: 10.1145/1644893.1644909.

2023-10-15

2170

阅读笔记｜Language Models are Few-Shot Learners

models 笔记测试模型数据

info: T. B. Brown et al., “Language Models are Few-Shot Learners,” 2020, doi: 10.48550/ARXIV.2005.14165.

2023-10-15

4480

阅读笔记｜A Survey of Large Language Models

models survey 笔记模型数据

info: W. X. Zhao et al., “A Survey of Large Language Models.” arXiv, Sep. 11, 2023. Accessed: Sep. 18, 2023. [Online]. Available: http://arxiv.org/abs/2303.18223

2023-10-15

4650

阅读笔记｜Mining policies from enterprise network configuration

configuration enterprise network 笔记网络

info: T. Benson, A. Akella, and D. A. Maltz, “Mining policies from enterprise network configuration,” in Proceedings of the 9th ACM SIGCOMM conference on Internet measurement, Chicago Illinois USA: ACM, Nov. 2009, pp. 136–142. doi: 10.1145/1644893.1644909.

2023-10-15

1330

阅读笔记｜The evolution of network configuration: a tale of two campuses

configuration network 笔记配置网络

info: H. Kim, T. Benson, A. Akella, and N. Feamster, “The evolution of network configuration: a tale of two campuses,” in Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference, Berlin Germany: ACM, Nov. 2011, pp. 499–514. doi: 10.1145/2068816.2068863.

2023-10-15

1750

阅读笔记｜DeepConfig: Automating Data Center Network Topologies Management with Machine Learning

center data network 笔记网络

info: C. Streiffer, H. Chen, T. Benson, and A. Kadav, “DeepConfig: Automating Data Center Network Topologies Management with Machine Learning.” arXiv, Dec. 11, 2017. Accessed: Aug. 06, 2023. [Online]. Available: http://arxiv.org/abs/1712.03890

2023-10-15

1690

阅读笔记｜Demystifying configuration challenges and trade-offs in network-based ISP services

configuration network 笔记配置网络

info: T. Benson, A. Akella, and A. Shaikh, “Demystifying configuration challenges and trade-offs in network-based ISP services,” in Proceedings of the ACM SIGCOMM 2011 conference, Toronto Ontario Canada: ACM, Aug. 2011, pp. 302–313. doi: 10.1145/2018436.2018471.

2023-10-15

1770

阅读笔记｜Efficient and Safe Network Updates with Suffix Causal Consistency

network updates 笔记配置网络

info: S. Liu, T. A. Benson, and M. K. Reiter, “Efficient and Safe Network Updates with Suffix Causal Consistency,” in Proceedings of the Fourteenth EuroSys Conference 2019, Dresden Germany: ACM, Mar. 2019, pp. 1–15. doi: 10.1145/3302424.3303965.

2023-10-15

1180

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