frank970701 Goto Github PK

applied-methods-phd

Repo for Yale Applied Empirical Methods PHD Course

chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

d3.js-demos

datasharing

The Leek group guide to data sharing

infrastructure

架构相关内容

lecture-material

math-camp-2015-latex-tutorial

A Brief Intro to LaTeX for Math Camp at Political Science, Duke University (2014, 2015)

nigeriadata

An open source R package for Nigeria Spatial and Non-spatial data

nlp_lss_2023

repo for "Natural Language Processing for Law and Social Science" @ ETH Zurich, Spring 2022

nlp_ngram_smoothing

Includes python scripts for one letter bigram model, and three word n-gram models. The word n-gram models use Laplace Smoothing, Good-Turing Smoothing, and Kneser-Ney Interpolation. All models are applied to the training data to create a model to use in solving the language identification model with regard to the test data.

r-programming-uchicago

rticles

LaTeX Journal Article Templates for R Markdown

smith-waterman-algorithm

Python implementation of Smith Waterman Algorithm

smoothing-techniques-in-nlp

Some smoothing techniques used in NLP and ML, including Laplacian and Lidstone Smoothing, Absolute Discounting, Backoff, Kneser-Ney and Interpolation.

sna

sosc5340spring2021

svm-r-markdown-templates

I have a suite of R Markdown templates for academic manuscripts, beamer presentations, and syllabi. I share them here.

zh-beamer

Template for creating Chinese beamer & PDF on Windows