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周志华《机器学习》图书电子版
说明: 周志华 机器学习 机器学习是计算机科学与人工智能的重要分支领域. 本书作为该领域的入门教材,在内容上尽可能涵盖机器学习基础知识的各方面。 为了使尽可能多的读者通过本书对机器学习有所了解。
作者试图尽可能少地使用数学知识. 然而, 少量的概率、统计、代数、优化、逻辑知识似乎不可避免. 因此, 本书更适合大学三年级以上的理工科本科生和研究生, 以及具有类似背景的对机器学 习感兴趣的人士. 为方便读者, 本书附录给出了一些相关数学基础知识简介(machine learningMachine learning is an important branch of computer science and artificial intelligence. As an introductory textbook in this field, this book covers all aspects of basic knowledge of machine learning as far as possible. In order to make as many readers as possible understand machine learning through this book.
The author tries to use mathematical knowledge as little as possible. However, a small amount of knowledge about probability, statistics, algebra, optimization and logic seems inevitable. Therefore, this book is more suitable for undergraduates and postgraduates of science and engineering over the third year of the University, as well as people with similar background who are interested in machine learning. For the convenience of readers, the appendix of this book gives some basic mathematical knowledge)
- 2021-01-14 23:18:59下载
- 积分:1
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learn python the hard way
中英文版Learn Python the Hard Way(Learn Python the Hard Way)
- 2019-06-29 17:42:35下载
- 积分:1
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surfaces_cells
ABAQUS中提取几何体、提取几何体表面的参数化建模程序块(In ABAQUS, the geometric body is extracted and the parameterized modeling program block is extracted)
- 2021-02-19 20:29:44下载
- 积分:1
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图像识别(基于百度api)
【实例简介】
# client_id 为官网获取的AK, client_secret 需要从百度官方申请SK
- 2021-05-31 00:31:11下载
- 积分:1
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lstm
使用lstm神经网络预测时间序列,同时对参数选择进行优化(Time series prediction using LSTM neural network, the selection of the parameters are optimized)
- 2020-11-04 09:30:00下载
- 积分:1
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convlstm
说明: 实现卷积lstm的代码,也是从网上找的,大家可以参考(The code to implement convolutional LSTM is also found on the internet. You can refer to it.)
- 2019-04-17 19:18:13下载
- 积分:1
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Python实现HMM模型完美版
Python实现HMM算法完美版 代码全集(Python realize HMM algorithm perfect edition code complete works)
- 2021-03-19 18:09:18下载
- 积分:1
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lecture3+cuda+memory++2008
cuda学习ppt01具体为lecture1+cuda+introduction+2008,请看ppt了解详情。(cuda study ppt01 lecture1+cuda+introduction+2008 power point)
- 2020-06-24 23:40:12下载
- 积分:1
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orional SMTP邮件客户端的Python
它的例子GUI发送和使用SLL Python技术得到Gmail。
- 2023-02-04 23:10:03下载
- 积分:1
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ga_aco_opt_on_anfis_svm-master
说明: 利用遗传算法、蚁群算法、PSO等对SVM模型进行优化,实现高效分类和回归预测(The SVM model is optimized by genetic algorithm, ant colony algorithm and PSO to achieve efficient classification and regression prediction.)
- 2021-04-16 15:08:53下载
- 积分:1