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Python Tools for machine learning

developed and maintained, provides a python interface and the Python interface are mostly documented well. However, we ' ve found its API hard-to-use compared to Scikit-learn. Also, it does not provide many diagnostics or evaluation algorithms out of the box. however is a great advantage. GensimGensim is defined as "topic Modeling for humans". As its homepage describes, it main focus is latent Dirichlet Allocation (LDA) and its variants. Different fr

Python Tools for machine learning

interface and the Python interface are mostly documented well. However, we ' ve found its API hard-to-use compared to Scikit-learn. Also, it does not provide many diagnostics or evaluation algorithms out of the box. however is a great advantage.GensimGensim is defined as "topic Modeling for humans". As its homepage describes, it main focus is latent Dirichlet Allocation (LDA) and its variants. Different from other packages, it have support for Natura

"Translate" 10 machine learning JavaScript examples

was originally developed by Stanford University, and then Convnetjs began to pop up on GitHub, and the community added many features and tutorials to it. Convnetjs runs directly in the browser environment, supports a variety of learning techniques, and it approaches the underlying principle to make it more suitable for people with experience in neural networks.7. Thing TranslatorThing Translator is a network experiment that allows your phone to recog

Machine learning and artificial Intelligence Learning Resource guidance

Machine learning and artificial Intelligence Learning Resource guidanceToplanguage (https://groups.google.com/group/pongba/)I often recommend some books in the toplanguage discussion group, and often ask the cows inside to gather some relevant information, artificial intelligence, machine

How do I choose an open-source machine learning framework?

contains nodes (mathematical operations) and edges (numerical arrays or tensor). 1.1 Datasets and modelsThe flexibility of TensorFlow is reflected in the possibility of research based on it or the repetition of machine learning tasks. Therefore, you can use a low-level API called TensorFlow Core. It allows you to control the model and train them using your own d

[Resource] Python Machine Learning Library

,matplotlib style similar to MATLAB. Python Machine learning Library is very large, and most open source, mainly:1. Scikit-learnScikit-learn is a scipy and numpy based open-source machine learning module, including classification, regression, clustering algorithm, the main algorithm has SVM, logistic regression, Naive

Recommended! Machine Learning Resources compiled by programmers abroad)

This article is translated from awesome-machine-learning by bole online-toolate. Welcome to the technical translation team. For more information, see the requirements at the end of the article. This article has compiled some frameworks, libraries, and software (sorted by programming language) in the machine learning fi

The most popular 30 open source machine learning program in the 2017 GitHub

(GitHub 695 stars) Link: Https://github.com/facebookresearch/MUSE No.2 Deep-photo-styletransfer: Code and data for Deep photo Style Transfer, Cornell University Fujun Luan (GitHub 9747 stars) Link: https://github.com/luanfujun/deep-photo-styletransfer No.3 Face recognition: The simplest Python command line facial recognition API from Adam geitgey (GitHub 8672 stars) Link: https://github.com/ageitgey/face_recognition Content reference to: Open s

Machine Learning Resources overview [go]

This article has compiled some frameworks, libraries, and software (sorted by programming language) in the machine learning field ).C ++ Computer Vision CCV-Machine Vision Library Based on C Language/provided Cache/core, novel machine vision Library Opencv-it provides C ++, C, Python, Java and Matlab interfaces, and

"Reprint" Python's weapon spectrum in big data analysis and machine learning

Python Chinese translation-nltk supporting book;2. "Python Text processing with NLTK 2.0 Cookbook", this book to go deeper, will involve NLTK code structure, but also will show how to customize their own corpus and model, etc., quite good Pattern The pattern, produced by the clips Laboratory at the University of Antwerp in Belgium, objectively says that pattern is not just a set of text processing tools, it is a Web data mining tool that includes data capture modules (includi

Using machine learning to predict weather (third part neural network)

Overview This is the last article in a series on machine learning to predict the average temperature, and as a last article, I will use Google's Open source machine learning Framework TensorFlow to build a neural network regression. About the introduction of TensorFlow, installation, Introduction, please

From machine learning to learning machines, data analysis algorithms also need a good steward

algorithms, This makes machine learning a self-learning, self-tuning, self-optimizing machine steward-a spark-based machine learning cloud service.Apache Spark is a distributed computing framework and is an open source big Data s

Summarize Python's Common machine learning Library

computing libraries, because machine learning (supervised or unsupervised) is also part of the data processing system. If you are using a library that does not match the other libraries in your data processing system, you will spend a lot of time creating the middle tier between different libraries. It's important to have a great library in the toolset, but it's just as important to have this library well

2019 Machine Learning: Tracking the path of AI development

other medical images. The biopharmaceutical company AstraZeneca (AstraZeneca) plans to use robotics and machine learning extensively-to develop intelligent diagnostic systems in China.The rise and rise of AI assistantsSiri and Google smart Assistants and Alexa have become part of our daily lives, and more importantly, each of the top "smart assistants" has becom

Machine learning------Bole Online

programming, I believe many people also learn to program design. First understand your ability limits, then expand your ability. If you know how to program, you can draw on the experience of programming quickly to learn more about machine learning. Before you implement a real-world product system, you must follow some rules and learn the relevant mathematical knowledge.Find a library and read the documenta

Machine learning path: Python support vector machine handwriting font recognition

Using Python3 to learn the use of the support vector machine API in Sklearncan come to my git download source code:https://github.com/linyi0604/kaggle1 #Import the Handwriting font loader2 fromSklearn.datasetsImportload_digits3 fromSklearn.cross_validationImportTrain_test_split4 fromSklearn.preprocessingImportStandardscaler5 fromSklearn.svmImportlinearsvc6 fromSklearn.metricsImportClassification_report

Use Python to master machine learning in four steps and python to master machines in four steps

data from the webpage, whether through the website API or the webpage capture module beauul ul Soap. Data can be collected through web crawling and applied to machine learning algorithms. 4. In the last step, you must Learn machine learning tools, such as Scikit-Learn, or e

Dialogue machine learning Great God Yoshua Bengio (Next)

Dialogue machine learning Great God Yoshua Bengio (Next)Professor Yoshua Bengio (Personal homepage) is one of the great Gods of machine learning, especially in the field of deep learning. Together with Geoff Hinton and Professor Yann LeCun (Yan), he created the deep

"Reprint" Learning Guide for machine learning beginners (experience sharing)

Learning Guide for machine learning beginners (experience sharing)2013-09-21 14:47I computer research two, the professional direction of natural language processing, individuals interested in machine learning, so began to learn. So, this guy is a rookie ... It is because of

From Cold War to deep learning: An Illustrated History of machine translation

From Cold War to deep learning: An Illustrated History of machine translationSelected from vas3k.comIlya PestovEnglish Translator: Vasily ZubarevChinese Translator: Panda The dream of high quality machine translation has been around for many years and many scientists have contributed their time and effort to this dream. From early rule-based

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