python tutorial notebooks:适用于NLPMLAI的Jupyter Notebooks Python教程源码

furious73410 21 0 ZIP 2021-02-16 01:02:40

适用于NLP,ML,AI的Python教程 (C)2016-2020年,( 另请参阅: 。请参阅各个文档以及代码文件夹中的文件中的许可详细信息。此文件夹中的文件是我在计算语言学,自然语言处理(NLP),机器学习(ML)和人工智能(AI)中的课程的基于的NLP,ML,Python人工智能教程。如果您认为此材料有用,请引用作者和资料来源(即以及相关笔记本中引用的所有资料)。如果您对如何更正笔记本电脑,改进笔记本电脑或添加一些材料和说明有任何建议,请告诉我。介绍要在运行此材料,您需要安装Python 3.x和。通过使用您可以省去一些麻烦。使用以下命令克隆项目文件夹:

文件列表

python-tutorial-notebooks-master.zip (预估有个97文件)

python-tutorial-notebooks-master

contributors.txt 12B

LICENSE 11KB

.gitignore 1KB

README.md 5KB

notebooks

Python Tutorial Smoothing.ipynb 6KB

Matrix Operations for FSA Computing.ipynb 4KB

FrameNet Examples using NLTK.ipynb 957KB

toy_network_batch.png 162KB

Python and Networks.ipynb 12KB

NDFSAMatrixOp.png 5KB

HMM-Emissions.png 11KB

NLTK_Framenet.ipynb 7.54MB

Cython Examples.ipynb 3KB

Tangent-calculus.svg.png 24KB

toy_network_deriv.png 58KB

LinearAlgebra_Determinant_2x2.png 48KB

NLTK_Propbank.ipynb 24KB

Python examples and notes for Machine Learning for Computational Linguistics.ipynb 45KB

eng.fst 22KB

XOR_Network.png 34KB

Backpropagation.ipynb 20KB

Machine Translation in Python 3 with NLTK.ipynb 7KB

Document Classification Tutorial.ipynb 16KB

Linear Algebra - Eigenvalues and Eigenvectors.ipynb 18KB

Corpus Processing.ipynb 2KB

Python Tutorial PoS Tagging.ipynb 37KB

PyDecisionTreesData.txt 892B

data

HOPG_sentenced.txt 170KB

HOPG.txt 170KB

pima-indians-diabetes.csv 23KB

examples_1.txt 213B

res.txt 60KB

words.txt 24B

Polynomialdeg3.svg.png 12KB

Sample_Generation_Word2vec.png 72KB

Word2Vec.ipynb 40KB

Matrix Decomposition Example for Machine Learning for Computational Linguistics.ipynb 5KB

Backpropagation_Tutorial.ipynb 58KB

Python Word Sense Disambiguation.ipynb 19KB

Flair Basics.ipynb 76KB

sigmoid-deriv-2.png 149KB

Lexical Clustering.ipynb 45KB

Python Scikit-Learn for Computational Linguists.ipynb 45KB

Perceptron Learning in Python.ipynb 11KB

HMM2.png 15KB

Non-Deterministic Automaton Computing.ipynb 12KB

Python Parsing with NLTK and Foma.ipynb 14KB

HMM3.png 15KB

irisModel.dat 4KB

Python Decision Trees.ipynb 19KB

Python WordNet using NLTK.ipynb 13KB

Python for Text Similarities.ipynb 7KB

spanish1.cfg 362B

Python Linear Transformations.ipynb 2KB

t-test for comparison of experimental results.ipynb 6KB

Topic Modeling with MALLET.ipynb 7KB

512px-Gradient_descent.svg.png 38KB

Test-notebook for class.ipynb 1KB

Linear Algebra - Matrix Calculus.ipynb 4KB

sigmoid.png 14KB

Recurrent Neural Networks.ipynb 2KB

Neural Network Example with Keras.ipynb 44KB

foma-old.py 19KB

Python Clustering with Scikit-learn.ipynb 10KB

Embedded_Clauses_1.png 48KB

Linear Algebra.ipynb 68KB

600px-Absolute_value.svg.png 6KB

Scikit-Learn-Basic.ipynb 2KB

network1.png 16KB

SigmoidFunction1.png 44KB

Flair Training Sequence Labeling Models.ipynb 175KB

examples

Gensim_example_1.txt 212B

spanish1.fcfg 2KB

sigmoid_prime.png 17KB

Python Feature Extraction for Timbl - Class session.ipynb 70KB

Python NLTK - Texts and Frequencies.ipynb 643KB

Python SVM Classifier Example.ipynb 27KB

WordNet and NLTK.ipynb 25KB

Parsing Natural Language in Python.ipynb 134KB

eng.dot 242KB

Deep Learning Tutorial.ipynb 56KB

Python Language ID.ipynb 147KB

HMM1.png 17KB

PCFG Parsing with NLTK.ipynb 1.21MB

Python Classification and Feature Extraction for Timbl.ipynb 63KB

eng.svg 5.47MB

Combinatory Categorial Grammar Parsing with NLTK.ipynb 17KB

Dependency Grammar in NLTK.ipynb 20KB

Python Tokens and N-grams.ipynb 2.78MB

Bayesian Classifier.ipynb 33KB

Linear Algebra - Creating Vectors from Features.ipynb 3KB

Python Tutorial HMM.ipynb 22KB

Flair Tutorial on Document Classification.ipynb 16KB

grammar.py 2KB

Python Parsing with NLTK.ipynb 34KB

spaCy Tutorial.ipynb 61KB

foma.py 19KB

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python tutorial notebooks:适用于NLPMLAI的Jupyter Notebooks Python教程 源码

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python tutorial notebooks:适用于NLPMLAI的Jupyter Notebooks Python教程源码