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Tahir Sousa's Projects

bot icon bot

Training resources around Microsoft Bot Framework

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

machine_learning icon machine_learning

Contains some classification methods built from scratch like Random Forest, Bagging, etc.

machinelearningproject icon machinelearningproject

This contains java code to be used for prediction of how well a movie will do in terms of its box office sales.

nlp_ml_project icon nlp_ml_project

Contains various NLP based feature extractors, implemented machine learning classifiers, weka handlers, preprocessors, etc. This contains only the code without its corresponding privacy protected resources.

quickprograms icon quickprograms

This is the repository for all my miscellaneous programs which are much smaller in scale than others.

similaritycalculator icon similaritycalculator

Python open source package that computes similarity between two items based on their tag relevance scores and writes to file the list of items along with their corresponding top neighbor items

simplelanguagedetector icon simplelanguagedetector

This can be used to detect the language of any input text including languages of non-latin script like Hindi and Russian. This project can very easily be extended to include more languages on the same concept as well. Finally, this is a very simple implementation of a language detector. More sophisticated NLP can be used to develop a better language detector, like usage of character ngrams for example. This project works well with medium to high number of words in the text but for very low length texts, more sophisticated ways must be used (like character ngrams).

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