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Name		Name	Last commit message	Last commit date
parent directory ..
data		data
examples		examples
512px-Gradient_descent.svg.png		512px-Gradient_descent.svg.png
600px-Absolute_value.svg.png		600px-Absolute_value.svg.png
Backpropagation.ipynb		Backpropagation.ipynb
Bayesian Classifier.ipynb		Bayesian Classifier.ipynb
Combinatory Categorial Grammar Parsing with NLTK.ipynb		Combinatory Categorial Grammar Parsing with NLTK.ipynb
Document Classification Tutorial.ipynb		Document Classification Tutorial.ipynb
Embedded_Clauses_1.png		Embedded_Clauses_1.png
Flair Basics.ipynb		Flair Basics.ipynb
Flair Training Sequence Labeling Models.ipynb		Flair Training Sequence Labeling Models.ipynb
Flair Tutorial on Document Classification.ipynb		Flair Tutorial on Document Classification.ipynb
FrameNet Examples using NLTK.ipynb		FrameNet Examples using NLTK.ipynb
HMM-Emissions.png		HMM-Emissions.png
HMM1.png		HMM1.png
HMM2.png		HMM2.png
HMM3.png		HMM3.png
Linear Algebra - Creating Vectors from Features.ipynb		Linear Algebra - Creating Vectors from Features.ipynb
Linear Algebra - Eigenvalues and Eigenvectors.ipynb		Linear Algebra - Eigenvalues and Eigenvectors.ipynb
Linear Algebra - Matrix Calculus.ipynb		Linear Algebra - Matrix Calculus.ipynb
Linear Algebra.ipynb		Linear Algebra.ipynb
LinearAlgebra_Determinant_2x2.png		LinearAlgebra_Determinant_2x2.png
Machine Translation in Python 3 with NLTK.ipynb		Machine Translation in Python 3 with NLTK.ipynb
Matrix Decomposition Example for Machine Learning for Computational Linguistics.ipynb		Matrix Decomposition Example for Machine Learning for Computational Linguistics.ipynb
Matrix Operations for FSA Computing.ipynb		Matrix Operations for FSA Computing.ipynb
NDFSAMatrixOp.png		NDFSAMatrixOp.png
Neural Network Example with Keras.ipynb		Neural Network Example with Keras.ipynb
Non-Deterministic Automaton Computing.ipynb		Non-Deterministic Automaton Computing.ipynb
PCFG Parsing with NLTK.ipynb		PCFG Parsing with NLTK.ipynb
Parsing Natural Language in Python.ipynb		Parsing Natural Language in Python.ipynb
Perceptron Learning in Python.ipynb		Perceptron Learning in Python.ipynb
Polynomialdeg3.svg.png		Polynomialdeg3.svg.png
PyDecisionTreesData.txt		PyDecisionTreesData.txt
Python Classification and Feature Extraction for Timbl.ipynb		Python Classification and Feature Extraction for Timbl.ipynb
Python Clustering with Scikit-learn.ipynb		Python Clustering with Scikit-learn.ipynb
Python Decision Trees.ipynb		Python Decision Trees.ipynb
Python Feature Extraction for Timbl - Class session.ipynb		Python Feature Extraction for Timbl - Class session.ipynb
Python Language ID.ipynb		Python Language ID.ipynb
Python Linear Transformations.ipynb		Python Linear Transformations.ipynb
Python NLTK - Texts and Frequencies.ipynb		Python NLTK - Texts and Frequencies.ipynb
Python Parsing with NLTK and Foma.ipynb		Python Parsing with NLTK and Foma.ipynb
Python Parsing with NLTK.ipynb		Python Parsing with NLTK.ipynb
Python SVM Classifier Example.ipynb		Python SVM Classifier Example.ipynb
Python Scikit-Learn for Computational Linguists.ipynb		Python Scikit-Learn for Computational Linguists.ipynb
Python Tokens and N-grams.ipynb		Python Tokens and N-grams.ipynb
Python Tutorial HMM.ipynb		Python Tutorial HMM.ipynb
Python Tutorial PoS Tagging.ipynb		Python Tutorial PoS Tagging.ipynb
Python Tutorial Smoothing.ipynb		Python Tutorial Smoothing.ipynb
Python Word Sense Disambiguation.ipynb		Python Word Sense Disambiguation.ipynb
Python WordNet using NLTK.ipynb		Python WordNet using NLTK.ipynb
Python examples and notes for Machine Learning for Computational Linguistics.ipynb		Python examples and notes for Machine Learning for Computational Linguistics.ipynb
Python for Text Similarities.ipynb		Python for Text Similarities.ipynb
Recurrent Neural Networks.ipynb		Recurrent Neural Networks.ipynb
Sample_Generation_Word2vec.png		Sample_Generation_Word2vec.png
Scikit-Learn-Basic.ipynb		Scikit-Learn-Basic.ipynb
SigmoidFunction1.png		SigmoidFunction1.png
Tangent-calculus.svg.png		Tangent-calculus.svg.png
Topic Modeling with MALLET.ipynb		Topic Modeling with MALLET.ipynb
Word2Vec.ipynb		Word2Vec.ipynb
WordNet and NLTK.ipynb		WordNet and NLTK.ipynb
eng.dot		eng.dot
eng.fst		eng.fst
eng.svg		eng.svg
foma-old.py		foma-old.py
foma.py		foma.py
grammar.py		grammar.py
irisModel.dat		irisModel.dat
network1.png		network1.png
sigmoid-deriv-2.png		sigmoid-deriv-2.png
sigmoid_prime.png		sigmoid_prime.png
spaCy Tutorial.ipynb		spaCy Tutorial.ipynb
spanish1.cfg		spanish1.cfg
spanish1.fcfg		spanish1.fcfg
t-test for comparison of experimental results.ipynb		t-test for comparison of experimental results.ipynb
toy_network_deriv.png		toy_network_deriv.png
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