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Title: GitHub - afeiyu/Deeplearning-Machinelearning-Algorithm-books: 整理深度学习，机器学习相关的电子书pdf版本 · GitHub

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2012-《统计学习方法》第一版-李航.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2012-%E3%80%8A%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E3%80%8B%E7%AC%AC%E4%B8%80%E7%89%88-%E6%9D%8E%E8%88%AA.pdf
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2014-《Programming-Computer-VisionPython计算机视觉编程》-中文版.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2014-%E3%80%8AProgramming-Computer-VisionPython%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E7%BC%96%E7%A8%8B%E3%80%8B-%E4%B8%AD%E6%96%87%E7%89%88.pdf
2014-《Programming-Computer-VisionPython计算机视觉编程》-中文版.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2014-%E3%80%8AProgramming-Computer-VisionPython%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E7%BC%96%E7%A8%8B%E3%80%8B-%E4%B8%AD%E6%96%87%E7%89%88.pdf
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2014-机器学习个人笔记完整版v4-中文斯坦福大学.41.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2014-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E4%B8%AA%E4%BA%BA%E7%AC%94%E8%AE%B0%E5%AE%8C%E6%95%B4%E7%89%88v4-%E4%B8%AD%E6%96%87%E6%96%AF%E5%9D%A6%E7%A6%8F%E5%A4%A7%E5%AD%A6.41.pdf
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2015-《机器学习算法原理与编程实践》-中文-邓捷.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2015-%E3%80%8A%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E5%8E%9F%E7%90%86%E4%B8%8E%E7%BC%96%E7%A8%8B%E5%AE%9E%E8%B7%B5%E3%80%8B-%E4%B8%AD%E6%96%87-%E9%82%93%E6%8D%B7.pdf
2015-《机器学习算法原理与编程实践》-中文-邓捷.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2015-%E3%80%8A%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E5%8E%9F%E7%90%86%E4%B8%8E%E7%BC%96%E7%A8%8B%E5%AE%9E%E8%B7%B5%E3%80%8B-%E4%B8%AD%E6%96%87-%E9%82%93%E6%8D%B7.pdf
2015-《神经网络和深度学习neural networks and deep-learning》-中文-Michael Nielsen.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2015-%E3%80%8A%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%92%8C%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0neural%20networks%20and%20deep-learning%E3%80%8B-%E4%B8%AD%E6%96%87-Michael%20Nielsen.pdf
2015-《神经网络和深度学习neural networks and deep-learning》-中文-Michael Nielsen.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2015-%E3%80%8A%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%92%8C%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0neural%20networks%20and%20deep-learning%E3%80%8B-%E4%B8%AD%E6%96%87-Michael%20Nielsen.pdf
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2018-《Machine Learning Yearning-Draft》机器学习训练秘籍-中文-吴恩达.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2018-%E3%80%8AMachine%20Learning%20Yearning-Draft%E3%80%8B%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E8%AE%AD%E7%BB%83%E7%A7%98%E7%B1%8D-%E4%B8%AD%E6%96%87-%E5%90%B4%E6%81%A9%E8%BE%BE.pdf
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2018-《Python深度学习》-中文-keras之父.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2018-%E3%80%8APython%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-keras%E4%B9%8B%E7%88%B6.pdf
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2019-《Reinforcement Learning：An Introduction》第二版-英文版-强化学习教父.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2019-%E3%80%8AReinforcement%20Learning%EF%BC%9AAn%20Introduction%E3%80%8B%E7%AC%AC%E4%BA%8C%E7%89%88-%E8%8B%B1%E6%96%87%E7%89%88-%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0%E6%95%99%E7%88%B6.pdf
2019-《TensorFlow2深度学习》-中文.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2019-%E3%80%8ATensorFlow2%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87.pdf
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2021-《1天学懂深度学习》-中文-李宏毅.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2021-%E3%80%8A1%E5%A4%A9%E5%AD%A6%E6%87%82%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-%E6%9D%8E%E5%AE%8F%E6%AF%85.pdf
2021-《1天学懂深度学习》-中文-李宏毅.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2021-%E3%80%8A1%E5%A4%A9%E5%AD%A6%E6%87%82%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-%E6%9D%8E%E5%AE%8F%E6%AF%85.pdf
2021-《神经网络与深度学习》-中文-邱锡鹏.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2021-%E3%80%8A%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E4%B8%8E%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-%E9%82%B1%E9%94%A1%E9%B9%8F.pdf
2021-《神经网络与深度学习》-中文-邱锡鹏.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/2021-%E3%80%8A%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E4%B8%8E%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-%E9%82%B1%E9%94%A1%E9%B9%8F.pdf
BAT 机器学习面试 1000 题系列（第 1~325 题）.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/BAT%20%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E9%9D%A2%E8%AF%95%201000%20%E9%A2%98%E7%B3%BB%E5%88%97%EF%BC%88%E7%AC%AC%201~325%20%E9%A2%98%EF%BC%89.pdf
BAT 机器学习面试 1000 题系列（第 1~325 题）.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/BAT%20%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E9%9D%A2%E8%AF%95%201000%20%E9%A2%98%E7%B3%BB%E5%88%97%EF%BC%88%E7%AC%AC%201~325%20%E9%A2%98%EF%BC%89.pdf
DL-深度学习基础教程-斯坦福大学课程笔记.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/DL-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80%E6%95%99%E7%A8%8B-%E6%96%AF%E5%9D%A6%E7%A6%8F%E5%A4%A7%E5%AD%A6%E8%AF%BE%E7%A8%8B%E7%AC%94%E8%AE%B0.pdf
DL-深度学习基础教程-斯坦福大学课程笔记.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/DL-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80%E6%95%99%E7%A8%8B-%E6%96%AF%E5%9D%A6%E7%A6%8F%E5%A4%A7%E5%AD%A6%E8%AF%BE%E7%A8%8B%E7%AC%94%E8%AE%B0.pdf
README.mdhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/README.md
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算法 第4版.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/%E7%AE%97%E6%B3%95%20%E7%AC%AC4%E7%89%88.pdf
算法 第4版.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/%E7%AE%97%E6%B3%95%20%E7%AC%AC4%E7%89%88.pdf
算法导论(原书第3版).pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/%E7%AE%97%E6%B3%95%E5%AF%BC%E8%AE%BA(%E5%8E%9F%E4%B9%A6%E7%AC%AC3%E7%89%88).pdf
算法导论(原书第3版).pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/%E7%AE%97%E6%B3%95%E5%AF%BC%E8%AE%BA(%E5%8E%9F%E4%B9%A6%E7%AC%AC3%E7%89%88).pdf
高效程序员的45个习惯：敏捷开发修炼之道.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/%E9%AB%98%E6%95%88%E7%A8%8B%E5%BA%8F%E5%91%98%E7%9A%8445%E4%B8%AA%E4%B9%A0%E6%83%AF%EF%BC%9A%E6%95%8F%E6%8D%B7%E5%BC%80%E5%8F%91%E4%BF%AE%E7%82%BC%E4%B9%8B%E9%81%93.pdf
高效程序员的45个习惯：敏捷开发修炼之道.pdfhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books/blob/master/%E9%AB%98%E6%95%88%E7%A8%8B%E5%BA%8F%E5%91%98%E7%9A%8445%E4%B8%AA%E4%B9%A0%E6%83%AF%EF%BC%9A%E6%95%8F%E6%8D%B7%E5%BC%80%E5%8F%91%E4%BF%AE%E7%82%BC%E4%B9%8B%E9%81%93.pdf
READMEhttps://github.com/afeiyu/Deeplearning-Machinelearning-Algorithm-books
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计算机相关大牛博客整理https://github.com/codeman008/Excellent_person_blog
2014-《Programming-Computer-VisionPython计算机视觉编程》-中文版.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2014-%E3%80%8AProgramming-Computer-VisionPython%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89%E7%BC%96%E7%A8%8B%E3%80%8B-%E4%B8%AD%E6%96%87%E7%89%88.pdf
2014-《ProgrammingComputerVision_python》-英文版.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2014-%E3%80%8AProgrammingComputerVision_python%E3%80%8B-%E8%8B%B1%E6%96%87%E7%89%88.pdf
2015-《神经网络和深度学习neuralnetworksanddeep-learning》-中文-MichaelNielsen.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2015-%E3%80%8A%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%92%8C%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0neural%20networks%20and%20deep-learning%E3%80%8B-%E4%B8%AD%E6%96%87-Michael%20Nielsen.pdf
2017-《深度学习》-花书英文版.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2017-%E3%80%8A%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E8%8A%B1%E4%B9%A6%E8%8B%B1%E6%96%87%E7%89%88.pdf
2018-《Python深度学习》-中文-keras之父.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2018-%E3%80%8APython%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-keras%E4%B9%8B%E7%88%B6.pdf
2019-《ReinforcementLearning：AnIntroduction》第二版-英文版-强化学习教父.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2019-%E3%80%8AReinforcement%20Learning%EF%BC%9AAn%20Introduction%E3%80%8B%E7%AC%AC%E4%BA%8C%E7%89%88-%E8%8B%B1%E6%96%87%E7%89%88-%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0%E6%95%99%E7%88%B6.pdf
2021-《神经网络与深度学习》-中文-邱锡鹏.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2021-%E3%80%8A%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E4%B8%8E%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-%E9%82%B1%E9%94%A1%E9%B9%8F.pdf
DL-深度学习基础教程-斯坦福大学课程笔记.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/DL-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80%E6%95%99%E7%A8%8B-%E6%96%AF%E5%9D%A6%E7%A6%8F%E5%A4%A7%E5%AD%A6%E8%AF%BE%E7%A8%8B%E7%AC%94%E8%AE%B0.pdf
2021-《1天学懂深度学习》-中文-李宏毅.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2021-%E3%80%8A1%E5%A4%A9%E5%AD%A6%E6%87%82%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87-%E6%9D%8E%E5%AE%8F%E6%AF%85.pdf
2019-《TensorFlow2深度学习》-中文.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2019-%E3%80%8ATensorFlow2%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E3%80%8B-%E4%B8%AD%E6%96%87.pdf
2012-《统计学习方法》第一版-李航.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2012-%E3%80%8A%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E3%80%8B%E7%AC%AC%E4%B8%80%E7%89%88-%E6%9D%8E%E8%88%AA.pdf
2014-机器学习个人笔记完整版v4-中文斯坦福大学.41.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2014-%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E4%B8%AA%E4%BA%BA%E7%AC%94%E8%AE%B0%E5%AE%8C%E6%95%B4%E7%89%88v4-%E4%B8%AD%E6%96%87%E6%96%AF%E5%9D%A6%E7%A6%8F%E5%A4%A7%E5%AD%A6.41.pdf
2015-《机器学习算法原理与编程实践》-中文-邓捷.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2015-%E3%80%8A%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E5%8E%9F%E7%90%86%E4%B8%8E%E7%BC%96%E7%A8%8B%E5%AE%9E%E8%B7%B5%E3%80%8B-%E4%B8%AD%E6%96%87-%E9%82%93%E6%8D%B7.pdf
2018-《MachineLearningYearning-Draft》机器学习训练秘籍-中文-吴恩达.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2018-%E3%80%8AMachine%20Learning%20Yearning-Draft%E3%80%8B%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E8%AE%AD%E7%BB%83%E7%A7%98%E7%B1%8D-%E4%B8%AD%E6%96%87-%E5%90%B4%E6%81%A9%E8%BE%BE.pdf
2018-《MachineLearningYearning-Draft》机器学习训练秘籍-英文-吴恩达.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2018-%E3%80%8AMachine%20Learning%20Yearning-Draft%E3%80%8B%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E8%AE%AD%E7%BB%83%E7%A7%98%E7%B1%8D-%E8%8B%B1%E6%96%87-%E5%90%B4%E6%81%A9%E8%BE%BE.pdf
2017-《趣学算法》-陈小玉.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2017-%E3%80%8A%E8%B6%A3%E5%AD%A6%E7%AE%97%E6%B3%95%E3%80%8B-%E9%99%88%E5%B0%8F%E7%8E%89.pdf
2017-《算法图解》-中文-.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/2017-%E3%80%8A%E7%AE%97%E6%B3%95%E5%9B%BE%E8%A7%A3%E3%80%8B-%E4%B8%AD%E6%96%87-.pdf
BAT机器学习面试1000题系列（第1~325题）.pdfhttps://github.com/codeman008/Deeplearning-Machinelearning-Algorithm-books/blob/master/BAT%20%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E9%9D%A2%E8%AF%95%201000%20%E9%A2%98%E7%B3%BB%E5%88%97%EF%BC%88%E7%AC%AC%201~325%20%E9%A2%98%EF%BC%89.pdf
李航《统计学习方法》啃书指导https://www.bilibili.com/video/BV1i4411G7Xv/?spm_id_from=333.337.search-card.all.click&vd_source=13bb387b563159aefe17ca100123ce76
深度学习“花书”啃书指导视频！独家讲解+笔记https://www.bilibili.com/video/BV1Gk4y1m7LQ/?spm_id_from=333.337.search-card.all.click&vd_source=13bb387b563159aefe17ca100123ce76
【机器学习】吴恩达教授机器学习最新课程CS229https://www.bilibili.com/video/BV16J411t71N/?p=2&vd_source=13bb387b563159aefe17ca100123ce76
李宏毅https://speech.ee.ntu.edu.tw/~tlkagk/courses.html
李宏毅2020机器学习深度学习(完整版)国语https://www.bilibili.com/video/BV1JE411g7XF/?from=search&seid=9757384925117006243&vd_source=13bb387b563159aefe17ca100123ce76
李宏毅机器学习笔记https://github.com/datawhalechina/leedl-tutorial
袁春https://www.sigs.tsinghua.edu.cn/yc2/main.htm
【THU深圳研究院】大数据机器学习 （袁老师https://www.bilibili.com/video/BV1RJ411N7AJ/?vd_source=13bb387b563159aefe17ca100123ce76
林轩田老师https://www.csie.ntu.edu.tw/~htlin/
（附课件代码）林轩田公认最好的【机器学习基石+技法】教程，全130集https://www.bilibili.com/video/BV1CV41137zS/?spm_id_from=333.337.search-card.all.click
https://github.com/RedstoneWill/HsuanTienLin_MachineLearninghttps://github.com/RedstoneWill/HsuanTienLin_MachineLearning
李飞飞老师http://cs231n.stanford.edu/index.html
【公开课】最新斯坦福李飞飞cs231n计算机视觉课程【附中文字幕https://www.bilibili.com/video/BV1nJ411z7fe/?vd_source=13bb387b563159aefe17ca100123ce76
李飞飞 CS231n 最全学霸笔记精炼版来了https://zhuanlan.zhihu.com/p/76514213
吴恩达老师https://www.andrewng.org/
[中英字幕]吴恩达机器学习系列课程https://www.bilibili.com/video/BV164411b7dx/?vd_source=13bb387b563159aefe17ca100123ce76
machine-learninghttps://www.coursera.org/learn/machine-learning
Coursera-ML-AndrewNg-Noteshttps://github.com/fengdu78/Coursera-ML-AndrewNg-Notes
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