X. Ryan Ji's repositories
boot-mlm-es-supp
Supplemental Material for "Bootstrap confidence intervals for multilevel standardized effect size"
writeAlizer
R Package for Automated Writing Quality Scores
firstone
First R package to check the functionality of the hello function
Text_Mining_at_LASI19
Materials for the workshop on Text Mining for Learning Content Analysis at Learning Analytics Summer Institute (LASI'19)
BayesianPsychometricModeling
Course Materials for Bayesian Psychometric Modeling
LTA_with_Mplus_and_R
Codes for LTA learning exchange session based on R package {MplusAutomation}
text_analytics
python codes include topic modeling, random forest, word embedding for LIBR599C course project
MplusAutomation
The MplusAutomation package leverages the flexibility of the R language to automate latent variable model estimation and interpretation using Mplus, a powerful latent variable modeling program developed by Muthen and Muthen (www.statmodel.com). Specifically, MplusAutomation provides routines for creating related groups of models, running batches of models, and extracting and tabulating model parameters and fit statistics.
R_codes_for_statistical_analysis
This repository achieved R codes for my studies.
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
nlp-text-mining-working-examples
Full working examples with accompanying dataset for Text Mining and NLP. Current code base: Gensim Word2Vec, Phrase Embeddings, Keyword Extraction with TF-IDF and SKlearn, Word Count with PySpark
deeplearning-nlp2018
UBC Deep Learning for Natural Language Processing Course
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
canvasapi
Python API wrapper for Instructure's Canvas LMS
libr559cWI2018
Baic Python Programming
canvas_api_examples
Examples of using the Canvas API with Scripts and Oauth2 along with how LTI might fit into the mix
machine-learning-101
A repository related to datasets for Machine Learning.
acl2017-non-factoid-qa
Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"
cnn-text-classification-pytorch
CNNs for Sentence Classification in PyTorch
psychometrics
This repository shows the R functions for implementing various psychometric tasks.
muffin-cupcake
classifying muffin and cupcake recipes using support vector machines
Textclassification
several methods for text classification
mimic-workshop
Introduction to MIMIC-III, the Critical Care Database