1
Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

Aurélien Géron
Year:
2019
Language:
english
File:
PDF, 31.52 MB
5.0 / 5.0
english, 2019
2
Deep Learning

Deep Learning

Ian Goodfellow, Yoshua Bengio, Aaron Courville
Year:
2016
Language:
english
File:
PDF, 18.39 MB
4.0 / 5.0
english, 2016
3
Foundations of Machine Learning, second edition

Foundations of Machine Learning, second edition

Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
Year:
2018
Language:
english
File:
PDF, 8.30 MB
5.0 / 5.0
english, 2018
4
The Hundred-Page Machine Learning Book

The Hundred-Page Machine Learning Book

Andriy Burkov
Year:
2019
Language:
english
File:
PDF, 6.98 MB
5.0 / 5.0
english, 2019
5
深度学习的数学

深度学习的数学

涌泉良幸, 涌泉井美
Year:
2019
Language:
chinese
File:
PDF, 9.31 MB
5.0 / 5.0
chinese, 2019
7
深度学习入门：基于Python的理论与实现

深度学习入门：基于Python的理论与实现

斋藤康毅
Year:
2018
Language:
chinese
File:
PDF, 10.74 MB
5.0 / 5.0
chinese, 2018
8
Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

Aurélien Géron
Year:
2019
Language:
english
File:
PDF, 55.83 MB
5.0 / 5.0
english, 2019
9
Python for Probability, Statistics, and Machine Learning

Python for Probability, Statistics, and Machine Learning

José Unpingco
Year:
2016
Language:
english
File:
PDF, 7.14 MB
5.0 / 5.0
english, 2016
10
Artificial Intelligence: With an Introduction to Machine Learning

Artificial Intelligence: With an Introduction to Machine Learning

Richard E. Neapolitan, Xia Jiang
Year:
2018
Language:
english
File:
PDF, 6.13 MB
5.0 / 5.0
english, 2018
11
Hands-On Unsupervised Learning Using Python

Hands-On Unsupervised Learning Using Python

Ankur A. Patel
Year:
2019
Language:
english
File:
EPUB, 4.59 MB
5.0 / 5.0
english, 2019
13
MATLAB Deep Learning: With Machine Learning, Neural Networks and Artificial Intelligence

MATLAB Deep Learning: With Machine Learning, Neural Networks and Artificial Intelligence

Phil Kim
Year:
2017
Language:
english
File:
PDF, 3.64 MB
5.0 / 5.0
english, 2017
16
Master Machine Learning Algorithms - Discover how they work and Implement Them From Scratch

Master Machine Learning Algorithms - Discover how they work and Implement Them From Scratch

Jason Brownlee
Year:
2016
Language:
english
File:
PDF, 1.09 MB
5.0 / 5.0
english, 2016
17
机器学习

机器学习

周志华
Year:
2016
Language:
chinese
File:
PDF, 37.49 MB
5.0 / 4.5
chinese, 2016
18
Generative Deep Learning

Generative Deep Learning

David Foster
Year:
2019
Language:
english
File:
PDF, 29.19 MB
5.0 / 5.0
english, 2019
19
Python深度学习

Python深度学习

Francois Chollet
Year:
2018
Language:
chinese
File:
PDF, 18.90 MB
5.0 / 5.0
chinese, 2018
20
深度学习

深度学习

伊恩·古德费洛 (Ian Goodfellow), 约书亚·本吉奥 (Yoshua Bengio), 亚伦·库维尔 (Aaron Courville)
Year:
2017
Language:
chinese
File:
MOBI , 26.57 MB
5.0 / 5.0
chinese, 2017
21
The Hundred-page Machine Learning Book

The Hundred-page Machine Learning Book

Andriy Burkov
Year:
2019
Language:
english
File:
PDF, 21.11 MB
5.0 / 3.0
english, 2019
22
Deep Learning With Pytorch

Deep Learning With Pytorch

Eli Stevens, Luca Antiga, Thomas Viehmann
Year:
2020
Language:
english
File:
PDF, 44.70 MB
5.0 / 5.0
english, 2020
23
TensorFlow in 1 Day Make your own Neural Network

TensorFlow in 1 Day Make your own Neural Network

Krishna Rungta
Year:
2018
Language:
english
File:
PDF, 13.09 MB
5.0 / 4.0
english, 2018
24
机器学习实战 = Machine Learning in Action

机器学习实战 = Machine Learning in Action

Peter Harrington
Year:
2013
Language:
chinese
File:
PDF, 22.08 MB
3.0 / 5.0
chinese, 2013
27
图解深度学习

图解深度学习

山下隆义
Year:
2018
Language:
chinese
File:
PDF, 91.38 MB
4.5 / 5.0
chinese, 2018
29
统计学习方法（第2版）

统计学习方法（第2版）

李航
Year:
2019
Language:
chinese
File:
PDF, 158.80 MB
5.0 / 4.0
chinese, 2019
30
机器学习公式详解

机器学习公式详解

谢文睿 & 秦州 [谢文睿 & 秦州]
Year:
2021
Language:
chinese
File:
EPUB, 2.47 MB
5.0 / 5.0
chinese, 2021
31
Learning TensorFlow

Learning TensorFlow

Tom Hope, Yehezkel S. Resheff, Itay Lieder
Year:
2017
Language:
english
File:
PDF, 5.95 MB
5.0 / 3.0
english, 2017
32
Python神经网络编程 Make Your Own Neural Network

Python神经网络编程 Make Your Own Neural Network

塔里克·拉希德（Tariq Rashid）, 林赐
Year:
2018
Language:
chinese
File:
PDF, 32.07 MB
4.5 / 4.0
chinese, 2018
33
Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications

Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications

Ian Pointer
Year:
2019
Language:
english
File:
EPUB, 9.67 MB
0 / 5.0
english, 2019
34
Grokking Artificial Intelligence Algorithms

Grokking Artificial Intelligence Algorithms

Rishal Hurbans
Year:
2020
Language:
english
File:
PDF, 55.97 MB
5.0 / 5.0
english, 2020
35
Deep Reinforcement Learning in Action

Deep Reinforcement Learning in Action

Alexander Zai, Brandon Brown
Year:
2020
Language:
english
File:
PDF, 14.94 MB
5.0 / 5.0
english, 2020
36
Practical Time Series Analysis: Prediction with Statistics and Machine Learning

Practical Time Series Analysis: Prediction with Statistics and Machine Learning

Aileen Nielsen
Year:
2019
Language:
english
File:
EPUB, 8.30 MB
0 / 0
english, 2019
37
Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications

Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications

Ian Pointer
Year:
2019
Language:
english
File:
PDF, 6.22 MB
5.0 / 5.0
english, 2019
38
scikit-Learn Cookbook

scikit-Learn Cookbook

Julian Avila, Trent Hauck
Year:
2017
Language:
english
File:
PDF, 7.12 MB
5.0 / 5.0
english, 2017
39
深入理解机器学习：从原理到算法

深入理解机器学习：从原理到算法

Shai Shalev Shwartz, Shai Ben David
Year:
2016
Language:
chinese
File:
PDF, 62.57 MB
5.0 / 5.0
chinese, 2016
40
深入浅出图神经网络：GNN原理解析

深入浅出图神经网络：GNN原理解析

刘忠雨 & 李彦霖 & 周洋
Year:
2019
Language:
chinese
File:
PDF, 13.47 MB
5.0 / 5.0
chinese, 2019
43
My Journey into AI: The Story Behind the Man Who Helped Launch 5 A.I. Companies Worth $25 Billion

My Journey into AI: The Story Behind the Man Who Helped Launch 5 A.I. Companies Worth $25 Billion

Lee, Dr. Kai-Fu
Year:
2019
Language:
english
File:
EPUB, 5.87 MB
5.0 / 0
english, 2019
44
TensorFlow深度学习 = Deep learning with TensorFlow

TensorFlow深度学习 = Deep learning with TensorFlow

Giancarlo Zaccone, Ahmed Menshawy, Md. Rezaul Karim
Year:
2018
Language:
chinese
File:
PDF, 10.53 MB
5.0 / 5.0
chinese, 2018
46
Neural Networks from Scratch in Python

Neural Networks from Scratch in Python

Harrison Kinsley, Daniel Kukieła
Year:
2020
Language:
english
File:
PDF, 42.65 MB
5.0 / 5.0
english, 2020
47
统计学习方法（第2版）

统计学习方法（第2版）

李航
Year:
2021
Language:
chinese
File:
PDF, 91.93 MB
5.0 / 5.0
chinese, 2021
48
Mathematical Theories of Machine Learning - Theory and Applications

Mathematical Theories of Machine Learning - Theory and Applications

Bin Shi, S. S. Iyengar
Year:
2020
Language:
english
File:
PDF, 2.96 MB
5.0 / 5.0
english, 2020
49
Grokking Deep Reinforcement Learning

Grokking Deep Reinforcement Learning

Miguel Morales
Year:
2020
Language:
english
File:
PDF, 17.33 MB
5.0 / 5.0
english, 2020