policyglot

applied_music_theory

Applies Western music theory to Billboard 100 and Spotify music data to determine the ingredients of our species' most popular songs

bothub

Bothub is an open platform for predicting, training and sharing NLP datasets in multiple languages

bothub-nlp-rasa-utils

clustering

Notes, code, etc. from class

Facebook_API_Education

Harnessing the Facebook Graph API to track the social impact of Trainer Tribe- an online educators' collaboration forum

topic_models_dating

udacity_nlp_disasterresponse

My answers to the project on responding to SMS messages sourced from disaster response situations by Figure Eight so as to build ETL & NLP pipelines. The end result is a supervised machine learning algorithm that helps classify messages both in terms of urgency and the specific domain (e.g. water, health, etc.) that the message pertains too.

unicef-ureport-polls

Based on the publicly available data on U-Report- UNICEF's mobile platform to amplify the voices of underprivileged youth globally

policyglot/topic_models_dating

policyglot/Facebook_API_Education

Harnessing the Facebook Graph API to track the social impact of Trainer Tribe- an online educators' collaboration forum

policyglot/udacity_nlp_disasterresponse

My answers to the project on responding to SMS messages sourced from disaster response situations by Figure Eight so as to build ETL & NLP pipelines. The end result is a supervised machine learning algorithm that helps classify messages both in terms of urgency and the specific domain (e.g. water, health, etc.) that the message pertains too.

policyglot/unicef-ureport-polls

Based on the publicly available data on U-Report- UNICEF's mobile platform to amplify the voices of underprivileged youth globally

policyglot/applied_music_theory

Applies Western music theory to Billboard 100 and Spotify music data to determine the ingredients of our species' most popular songs

policyglot/bothub-nlp-rasa-utils

policyglot/COVID_Religion_NLP

Observing the rise of religious sentiment across the US during the evolution of the COVID-19 pandemic

policyglot/duolingo_machine_translation

policyglot/FST_Linguistics

Use of Finite State Transducers and Deterministic Finite Automata on French and Spanish data

policyglot/gensim

Topic Modelling for Humans

policyglot/HinglishNLP

policyglot/natural-language-processing

Resources for "Natural Language Processing" Coursera course.

policyglot/offline_content_gallery

policyglot/ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

policyglot/plotlytest

policyglot/prison_mail_automation

A prototype for identifying similar incoming email queries from prison inmates' families and automate common answers

policyglot/Problem-Set-1

Submit your assignment here (see workflow in the syllabus for help)

policyglot/Problem-Set-2

Submit your assignment here (see workflow in the syllabus for help)

policyglot/Problem-Set-3

Submit your assignment here (see workflow in the syllabus for help)

policyglot/Problem-Set-4

Submit your assignment here (see workflow in the syllabus for help)

policyglot/Problem-Set-5

Submit your assignment here (see workflow in the syllabus for help)

policyglot/pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

policyglot/recommendation_engine

Code used for the IBM Recommendation Engine exercise in the Udacity Data Scientist Nanodegree.

policyglot/stm_initial_tests

Initial explorations on using the STM module in R so as to later add the stm feature into gensim

policyglot/survey_translation

policyglot/text_similarity

Text Similarity

policyglot/translation_mapreduce

This code leverages bidirectional translation on the crowdsourced website- Tatoeba to check for accuracy of translations to English.

policyglot/udacity_data_scientist_submissions

All my submissions for the Udacity Data Scientist program.

policyglot/udacity_disasterresponse

policyglot/unsupervised-dating

Self-marketing Approaches - An Analysis of Online Dating