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transformer-dynet

An Implementation of Transformer (Attention Is All You Need) in DyNet

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

trkd_data

tutorials

tutorials-1

tweet-classifier

Tweet crawling and classification.

tweeter_crawler

tweetfeels

Real-time sentiment analysis in Python using twitter's streaming api

twitminer

Implementation of NaiveBayes classifier to predict tweets as "Politics" and "Sports". Includes 10-fold cross validation. Considers stopwords.

twitter-sentiment-analysis

Sentiment Analysis on Twitter

two-sigma-connect-rental-listing-inquiries-

Two Sigma Connect: Rental Listing Inquiries

uci-ml-api

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

udacity-data-analyst-nanodegree

All Code and resources for the Udacity Data Analyst Nanodegree

udacity-data-science

Project work for the Udacity Data Analyst Nanodegree

udacity-nanodegree-machinelearning

Starter project code for students taking Udacity ud421

understanding-financial-reports-using-natural-language-processing

Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques

universal-recommender

Highly configurable recommender based on PredictionIO and Mahout's Correlated Cross-Occurrence algorithm

university-cs-resources

A curated list of University CS Resources

usc-ds-relationextraction

Distantly Supervised Relation Extraction

vadersentiment

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

vectorsinsearch

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

veles

Distributed machine learning platform

wikipedia2vec

A tool for learning vector representations of words and entities from Wikipedia

wikitables

Import tables from any Wikipedia article as a dataset in Python

winerama-recommender-tutorial

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

woodwork

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

word2vec-api

Simple web service providing a word embedding model

xda

R package for exploratory data analysis

xgbfi

XGBoost Feature Interactions & Importance

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow