实用机器学习

Machine Learning In Action(英文版) + 源碼

Manning 出版社。

Machine Learning in Action

Machine Learning in Action

Machine Learning in Action源码

Machine Learning in Action书中源码，里面有书中用到的数据等

《Machine Learning in Action》+SourceCode

Peter Harrington,《Machine Learning in Action》,附加源码和数据集。

Machine Learning Projects for .NET Developers(Apress,2015)

You'll code each project in the familiar setting of Visual Studio, while the machine learning logic uses F#, a language ideally suited to machine learning applications in .NET. If you're new to F#, ...

源码Python Machine Learning. Machine Learning and Deep Learning with Py, scikit

heavily invest in machine learning research and applications for good reasons. While it may seem that machine learning has become the buzzword of our time and age, it is certainly not a fad. This ...

Machine Learning in Action学习笔记，一个文件夹代表一个算法

Machine Learning in Action学习笔记，一个文件夹代表一个算法，每个文件夹包含算法所需的数据集、源码和图片，图片放在pic文件夹中，数据集放在在Data文件夹内。书中的代码是python2的，有不少错误，这里代码是我用...

Machine_Learning_in_Action

machine learning in Python for real world examples.

Machine-Learning-in-Action:机器学习实践

机器学习在行动机器学习实践源码的Python版本：Python 3.6.2 :: Anaconda，Inc.

Machine-Learning-in-Action:使用python3.7编写“机器学习在行动”的程序

Programming "Machine Learning in action" with python3.7. 用 Python3 复现书籍“机器学习实战”中的相关代码 Done all calssify algorithm in first 7 section.

matlab说话代码-machineLearning:机器学习

《机器学习实践》源码和《机器学习-算法原理与编程实践》源码以及学习心得 This is the source code to go with "Machine Learning in Action" by Peter Harrington published by Manning Inc. The official page ...

机器学习入门到实践——MATLAB实践应用源码.zip

《机器学习入门——MATLAB实战与应用》一书中的实例程序。涉及监督学习，非监督学习和强化学习。(code for book "Machine Learning Introduction & Action in MATLAB")

机器学习-源代码

This is the source code to go with "Machine Learning in Action" by Peter Harrington published by Manning Inc. The official page for this book can be found here: http://manning.com/pharrington/ All ...

Machine Learning in Action.pdf

Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. What's InsideA no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos =================================== Table of ContentsPART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce

Machine Learning In Action pdf

Machine Learning In Action filetype:pdf 机器学习的python实践

Machine-Learning-in-Action-382页

Machine_Learning_in_Action-382页

机器学习实战.Python3源码

Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码

action源码java-machine_learning:一些机器学习算法的Java资源：使用k最近邻分类，线性回归，k均值聚类。从Pyth

action源码 java

山东大学模式识别实验java源码

使用K-NN算法识别数字0-9，数据集来自Machine Learning in Action 第二章。书中把来自UCI数据库的手写数据集简化成32像素x32像素的黑白图像，并且以01矩阵的方式存储在txt文件中。大约有训练样本2000个，测试样本900...

KCF源码代码

ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. __________________ Additional Library NOTE: The following files...

matlab说话代码-MLab:实验室

《机器学习实践》源码和《机器学习-算法原理与编程实践》源码以及学习心得 This is the source code to go with "Machine Learning in Action" by Peter Harrington published by Manning Inc. The official page ...