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Adam Glass's Projects

convoys icon convoys

Implementation of statistical models to analyze time lagged conversions

data icon data

Data and code behind the articles and graphics at FiveThirtyEight

data-pipeline icon data-pipeline

Scripts and schemas that aim to make data from the inventory easier to analyse

dgfraud icon dgfraud

A Deep Graph-based Toolbox for Fraud Detection

errant icon errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

gpt-2-simple icon gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

hierarchical-dnn-interpretations icon hierarchical-dnn-interpretations

Official code for using / reproducing ACD (ICLR 2019) from the paper "Hierarchical interpretations for neural network predictions" https://arxiv.org/abs/1806.05337

integrated-gradients icon integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

ngram-errordetection icon ngram-errordetection

Machine learning classifier to detect English language errors using ngram probabilities and match counts engineered from the Google Books NGram viewer

sdg-auto-labeller icon sdg-auto-labeller

Python application using NLP and machine learning to automate matching of Sustainable Development Goals to academic papers (systematic reviews)

tripadvisor-crawler icon tripadvisor-crawler

Python tool that scrapes all reviews / info from a given hotel URL and then all nearby hotels

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