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Dwayne Paschall's Projects

anafora icon anafora

Anafora is a web-based raw text annotation tool

arpsdca icon arpsdca

R package for Arps decline curve analysis.

bigdatarstrata2017 icon bigdatarstrata2017

Where we will release all material for "Modeling big data with R, sparklyr, and Apache Spark" Strata Hadoop 2017.

chmm icon chmm

Coupled Hidden Markov Models

cleveralgorithmsmachinelearning icon cleveralgorithmsmachinelearning

A handbook of statistical machine learning algorithms where each algorithm is described consistently to be accessible, usable, and understandable.

concept-map-tagging icon concept-map-tagging

Tools developed for the processing of unstructured text and the extraction of concept maps.

dejavu icon dejavu

Audio fingerprinting and recognition in Python

dstrading icon dstrading

Digital Signal Trading (John Ehlers indicators)

elegantrl icon elegantrl

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥

flipsider icon flipsider

Scripts for working with data from Google Finance

iktrading icon iktrading

Ilya Kipnis's miscellaneous quantstrat extensions, indicators, and order-sizing functions.

insights icon insights

A Shiny application to analyse transaction-oriented trading systems based on the blotter project, screenshots:

irt icon irt

Chapter 6 IRT Unsupervised Sentiment Analysis

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

materials icon materials

Bonus materials, exercises, and example projects for our Python tutorials

mlr icon mlr

mlr: Machine Learning in R

naivebayes icon naivebayes

Chapter 6 Supervised Sentiment Analysis using Naive Bayes

negation-detection icon 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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