Name: suwangcompling
Type: User
Company: {Linguistics, Statistics} Department, University of Texas at Austin
Bio: Software Engineering at Google AI Language, Austin, TX (sd. July 2020).
PhD student in Computational Linguistics and Statistics
Location: The College of {Liberal Arts, Natural Sciences} The University of Texas at Austin 116 Inner Campus Dr Stop G6000 Austin, TX 78712
Blog: http:\\suwangcompling.com
suwangcompling's Projects
Draft code for the UT AIDA Project
Notes on Algorithms and Complexity
Authorship Attribution with Feature Abstraction and Discourse
Bayesian Modeling
Implementation of variants of CNNs
Notes on Theano, TensorFlow, etc. (under development)
Code for Data Science Newcomers
Simple examples for Off-the-shelf DL toolbox (theano, tensorflow and keras)
DeepLearning Code from CompLing Lab at the University of Texas at Austin
various distributional semantics models (under development)
Notes on edward library
Project: developing fast-mapping embeddings building on conventional skip-gram models
GAN tutorial series under construction.
Graph Convolutional Nets
ML implementation (A. Basic from-scratch; B. sklearn-based; C. Theano-based)
Data and all
Models and examples built with TensorFlow
Project: Google Multiencoder Transformer Paraphrasing System
Draft book: Various methods on NER tasks (CoNLL, ATIS)
neural nets implementation from scratch
Code for Jurafsky and Martin Textbook
Simple OCR
Heavily-commented "Annotated Transformer" (cf. A. M. Rush's tutorial)
EMNLP 2018 long paper
Tutorial on doing PGM with pgmpy, pystruct, sklearn, etc.
Recommender System from Scratch (under development for more sophisticated versions)
Notes on Scheme & Church
Classifying events by physical plausibility.
Various Sentiment Analysis Tasks