catli Goto Github PK

advent2022

adventofcode

Me Trying Advent

airline-sentiment

Build models to predict tweet sentiments for airline flights

cahl-remediation-research

The goal of this project is to see if NLP models can be applied to exercise learning to recommend exercises for learners stuck. The model trains on exercise data for individual learning sessions on Khan Academy.

cahl_remediation_rnn

The goal of this project is to create an algorithm that can predict and student learning pathway . When students are stuck on an exercise and a skillset, what content would most likely help the m unstuck. The exercise, video and hint consumption data will be trained using RNN models (GRU or LSTM), with validation on predicting unstuckness.

catli.github.io

A website about my stuff, last updated 2016

catwrites

cs224

Work on Stanford CS224 assignments, a class on NLP

d3

A JavaScript visualization library for HTML and SVG.

d3-scatterplot

A scatterplot to visualize the tsne embeddings for exercise embeddings learned with cahl_remediation

dang-amazon

Scrape Dang Foods Amazon reviews, and create a classification of reviews and identify key patterns.

freshdesk

Rails Project to Visualize Freshdesk Data

goodreading-recommender

Create book recommender using GoodReads user ratings. Explore matrix factorization and collaborative filters.

mind-gapper-js

Picking apart http://www.gapminder.org/world/ and rebuilding it in Javascript.

mitube

nwea_gap_viz

A visualization of how varying starting points at first grade can impact student growth by 6th grade

pivottable

Javascript Pivot Table (aka Pivot Grid, Pivot Chart, Cross-Tab) implementation with drag'n'drop.

predict-learning-app

Build an app and api that can be called to predict next learning for students

r_work

Work in R

rails-2

Exercise for class #2. It contains a skeleton application to which we will add Bootstrap, some additional assets and JavaScript for interaction.

seinfeld-attention

This is an exploration of attention model, training on Seinfeld scripts

seinfeld_chatter

Seinfeld chatbot fine-tuning pretrained DialoGPT

sgp

sklearn-practice

Practicing sklearn, pandas techniques for ML

student-lesson-optimizer

The goal of this model is to auto-generate lessons for learners on Khan Academy, optimizing for subject mastery.

student_lesson_autogeneration

[Insight AI Fellowship Project] The purpose of this project is to explore approaches to auto-generate lessons for learners on Khan Academy

tcc13-jsapi-hot

tcrp_training

Code and documentation used at the TCRP training June 12, 2013.

virtualenv

xbkt