sandy4321 Goto Github PK

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sandy4321's Projects

text_augmentation_via_translation

A simple method to augment text by using NMT (neural machine translation).

text_classification

Text Classification Algorithms: A Survey

text_clustering-

Text Clustering Algorithms, Affinity Propogation, Spectral Clustering, K-Means, Cluster Evaluation

text_convnet

Molding CNNs for text (http://arxiv.org/abs/1508.04112)

text_extraction

This code is the implementation of the method proposed in the paper “Multi-script text extraction from natural scenes” (Gomez & Karatzas) to appear in ICDAR2013 conference.

text_nn

Text classification models. Used a submodule for other projects.

textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

textgrounder

A system for connecting language to space and time.

textlytics

Text processing library for sentiment analysis and related tasks

In this project, there are two major tasks: text data processing and text categorization. In text data processing, we have done tokenization, stemming, normalization, etc. Also, vector space model and statistical language models are used to retrieve similar documents to query. In text categorization, we build a text classification system which includes feature selection, classifiers (Naive Bayes and K Nearest Neighbor using brute force and random vectors), cross validation, and parameter tuning.