jon_chun's repositories

sentimentarcs_notebooks

SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time

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2018-fall-kenyon-iphs391

Spring 2019 Kenyon College IPHS391: AI for the Humanities

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999-Computer-Books

"Programmers are not to be measured by their ingenuity and their logic but by the completeness of their case analysis." ― Alan J. Perlis

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Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

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BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

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blockchain-demo

A web-based demonstration of blockchain concepts.

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cdc_deltaLake

Docker compose and Google Colab demo to build a CDC with Delta Lake

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computational_digital_humanities

Computational Digital Humanities, Programming Humanity IPHS200, Fall 2020 Kenyon College

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CryptoNews

A dashboard based on Plotly and Dash. It collects and displays a Sentiment Analysis time series on news about cryptocurrency, from various news sources.

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data_smoothing

A demonstration of data smoothing methods, particularly Lowess and B-Spline

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generative_art

Notebooks tested, debugged and/or enhanced for generative art

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Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

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gpt-neo_dungeon

Colab notebooks to run a basic AI Dungeon clone using gpt-neo-2.7B

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hbo_silicon_valley_gilfoyle_bitcoin_drop_bot

HBO Silicon Valley: Bertram Gilfoyle's Bitcoin Price Drop Alert Bot

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ignite

Infinite Red's cutting edge React Native project boilerplate, along with a CLI, component/model generators, and more!

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Kenyon-AI-for-the-Humanities-2022-Spring

Kenyon College IPHS300 AI for the Humanities 2022 Spring

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Kenyon-College-IPHS300-AI-for-the-Humanities-2022-Spring

Kenyon College Integrated Program for Humane Studies (IPHS300) AI for the Humanities 2022 Spring

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learn-advanced-python

Learn advanced python techniques using self contained jupyter notebooks

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lexicon

A data package containing lexicons and dictionaries for text analysis

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MusiCNN-embeddings

The project consists in evaluating music similarity and building a genre classifier using song embeddings from GTZAN dataset extracted with Essentia’s MSD-MusiCNN model.

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pump-and-dump-dataset

Additional material for paper: Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations, ICCCN '20

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pyfolio

Portfolio and risk analytics in Python

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rtd-tutorial

ReadTheDocs Tutorial

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SentimentAnalysis

Dictionary-based sentiment analysis

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surpriver

Find big moving stocks before they move using machine learning and anomaly detection

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text_cleaning

Corpora and scripts for cleaning political science texts. Scripts are translated into transformations that support SAGE Texti.

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tsdist

This is a port of the R package TSdist to python

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