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Starter Book List
The beauty of mathematics PDFThe author Wu Everyone is familiar with it. The application of mathematics in the fields of machine learning and natural language processing is described in a very popular language.
"Programming Collective Intelligence" ("collective Wisdom Programming") PDFAuthor Toby Segaran is also the author of Beautifuldata
Machine learning system Design (Building machines learning Systems with Python)-Willi Richert Luis Pedro Coelho General statementThe book is 2014, after reading only found that there is a second version of the update, 2016. Recommended to read the latest version, the ability to read English version of the proposal, Chi
The last three weeks of Andrew Ng's machine learning were recently followed by the linear regression (Linear Regression) and logistic regression (logistic Regression) models in machines learning. Make a note here.Also recommended a statistical study of the book, "Statistical Learni
Viewing routing informationHost name and IP address mappings in the /etc/hosts fileVi/etc/hostsSSH -based file Transfer protocol:sftp SCPSecure FTP:sftpCopying files using ssh :SCP
TelnetOne:linux to LinuxInstall Openssh software first on remote linux ,Openssh is linux SSH Server / Client Tools1 installing sudo apt-get install ssh2 starting sudo/etc/init.d/ssh startTelnet Server: If the chennan user exists under a remote server1 Login : ssh-l chennan 192.168.10.12 Login port:ssh-l chenn
weakening it-releasing 6 times times more patients than the United States. According to the report, China hopes to compete with American AI in the 2020 and become an undisputed leader in machine learning technology within 10 years. It would be interesting to see how the US and China compete for global AI/machine learning
There is a period of time does not dry goods, home are to be the weekly lyrics occupied, do not write anything to become salted fish. Get to the point. The goal of this tutorial is obvious: practice. Further, when you learn some knowledge about machine learning, how to deepen the understanding of the content through practice. Here, we make an example from the 2nd-part perceptron of Dr. Hangyuan Li's statist
neural network by yourself = I am using it
Write neural networks by yourself = give the program an IQ
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Next is a selection of top 30 items from the Mybridge:
1.FastText: Fast text representation and text classification library (11786 stars on GitHub, contributors Facebook
SOURCE Link: Https://github.com/facebookresearch/MUSE
2.deep-photo-styletransfer: "Deep photo Style Transfer"Th
perpendicular to the normal vector.Step1XG is the data that is divided, so the original normal vector and the vector of the data are added to get a normal vector after rotation.Step2So, go on, keep revising until all the data is sorted correctly.Step3Step4Step5Step6Step7Step8Step9Step_finalFinally, we found the line of the "perfect" category.Will the PLA stop.Under linear conditions, how can we ensure that the PLA algorithm is able to stop? We can use the Nebilai of WF and WT to indicate whethe
learning it.
[3]Applications of OpenGLProgramDesign selected instancesEdited by Liu fuqi
It is a good entry-level book with detailed introductions, many examples, and good design ideas. It is recommended.
[4]Advanced CPLD/FPGA design and application tutorialEdited by Guo Liwen Deng yueming
This section describes the key points of FPGA design, including constraints and latency analysis, RTL design p
model at the same time on the training subset. These replicas send their respective updates to the parameter server (Ps,parameter server), and each parameter server updates only a subset of the parameters that are mutually exclusive and does not communicate between replicas. This may result in divergence of parameters and unfavorable convergence. delay-tolerant algorithms for Sgdmcmahan and streeter[12] extended Adagrad, by developing a delay tolerance algorithm (delay-tolerant Algorithms), The
;Machine Learning:an Algorithmic Perspective (2nd ed.), Stephen Marsland, 2015;Deep Learning, an online book;Neural Networks and Learning Machines (3rd ed.), Simon O. Haykin, 2008, with Chinese translation: Neural Network and machine lea
(Preface)I wrote a machine learning ticket yesterday. Let's write one today. This book is mainly used for beginners and is very basic. It is suitable for sophomores and juniors. Of course, it is also applicable if you have not read machine learning before your senior or seni
Links: Http://suanfazu.com/t/topic/15 Starter Book list
The beauty of mathematics PDF586The author Wu Everyone is familiar with it. The application of mathematics in the fields of machine learning and natural language processing is described in a very popular language.
"Programming Collective Intelligence" ("collective Intelligence Programming") PDF343Autho
Part I: ClassificationThe first two parts of the book focus on supervised Learning (supervisedieaming). In the process of supervising learning, we only need to give the input sample set , and the machine can push the possible results of the specified target variable from it. Supervised
If you only want to read a book, then recommend Bishop's Prml, full name pattern recognition and Machine Learning. This book is a machine learning Bible, especially for the Bayesian method, the introduction is very perfect. The
: Network Disk DownloadContent Profile ...This book is intended for all readers interested in the practice and competition of machine learning and data mining, starting from scratch, based on the Python programming language, and gradually leading the reader to familiarize themselves with the most popular machine
: Network Disk DownloadContent Profile ...This book is intended for all readers interested in the practice and competition of machine learning and data mining, starting from scratch, based on the Python programming language, and gradually leading the reader to familiarize themselves with the most popular machine
Machinelearning
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Machine learning in Action (Robot learning Combat) | APACHECN (Apache Chinese web)
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images in Python, which has a pretty good effect.
SVG chart builder in pygal-Python.
Pycascading
Miscellaneous scripts/ipython notes/code library
Pattern_classification
Thinking stats 2
Hyperopt
Numpic
2012-paper-diginorm
Ipython-notebooks
Demo-weights
Sarah Palin lda-Sarah Palin's email about topic modeling.
Diffusion segmentation-a set of image segmentation algorithms based on the diffusion method.
Scipy tutorials-scipy tutorial. It is out of date. Please refer to scipy-lecture-n
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