Suraiya (NovaVic)

NovaVic

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Location:British Columbia

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orpheuskey-foss

Suraiya's starred repositories

rappor

RAPPOR: Privacy-Preserving Reporting Algorithms

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chinese-whispers

An implementation of Chinese Whispers in Python.

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Secure-and-Private-AI-Scholarship-Challenge

This repository, forked from Udacity's Private AI repository, contains the content that is related to the Phase One of the Secure and Private AI Scholarship Challenge Program from Facebook and Udacity. For this phase, 5,000 Candidates worldwide, including me, were selected to take part in this challenge. Out of these, 300 will be selected for Phase Two.

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mimesis

Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

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Augmentor

Image augmentation library in Python for machine learning.

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private-ai-resources

SOON TO BE DEPRECATED - Private machine learning progress

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course-v3

The 3rd edition of course.fast.ai

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awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

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PySyft

Perform data science on data that remains in someone else's server

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deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

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ALiPy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

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Sample

Active Proactive Learning System

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claxon

Active learning for text classification with spacy and django

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doccano

Open source annotation tool for machine learning practitioners.

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negation-detection

Negation detection NLP tool. If you use the code, please cite George Gkotsis, Sumithra Velupillai, Anika Oellrich, Harry Dean, Maria Liakata and Rina Dutta. Don't Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records, Computational Linguistics and Clinical Psychology 2016

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concrete_NLP_tutorial

An NLP workshop about concrete solutions to real problems

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nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

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spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

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AutomaticKeyphraseExtraction

Data for Automatic Keyphrase Extraction Task

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Keywords_extraction_with_GOW

Graph of words (Networkx) and keywords extraction (Ktruss, Kcore, DivRank, BestCoverage)

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Cookbook

The Data Engineering Cookbook

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do_more_with_twitter_data

Tutorials for getting the most out of Twitter data.

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cesium

Machine Learning Time-Series Platform

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umap

Uniform Manifold Approximation and Projection

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bigdata18

Transfer learning for time series classification

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fastText

Library for fast text representation and classification.

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pywit

Python library for Wit.ai

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regexpgen

Generator of regular expressions

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