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java-programming-and-software-engineering-fundamentals-1

A Coursera specialization offered by Duke to learn the basics of programming and software development

javascript

JavaScript Style Guide

javascript-algorithms

📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

lab6

CS142 Web Application

learn-swift

Learn Apple's Swift programming language interactively through these playgrounds.

learncode

learnpython

以撸代码的形式学习Python

logistic-regression

My implementation for Logistic Regression and applying it to different data sets.

luminate

Luminate - an interactive system that enables structured generation and exploration of LLM outputs

markdown-nice

支持主题设计的 Markdown 编辑器，让排版变 Nice

markyourwords

https://beforux.github.io/markyourwords/

mlp-classifier

A handwritten multilayer perceptron classifer using numpy.

module-examples

moviesentimentclassification

A brief tutorial on NLP via sentiment classification, Jupyter notebooks, feature creation, and exploritory data analysis.

mturk-code-samples

Code samples to help you get started with the Amazon Mechanical Turk Requester API

musish

Apple Music...ish

n-grams_effect_on_analysis_of_online_reviews_sentiments

Evaluating reviews for positive and negative subjective expression can be important in applications such as selecting a good product on online shop, selecting a nice movie or music on website, etc., there are three main problems: a large amount of reviews, create an optimal model, select appropriate feature set. In this paper, is employed three classifiers in the experiments: Passive-aggressive, Winnow, and Perceptron. And effect of n-grams as feature is evaluated on classifiers. In this paper, is compared perceptron classifier to winnow and passive- aggressive classifiers using n-grams features set. The performance for the passive- aggressive and the perceptron classifiers was excellent and close, but the performance for the perceptron classifiers using unigrams as feature was significant.

natural-language-processing-project

naturallanguageprocessing2018

ner

This project builds a NER system using HMM, CRF and Structured SVM

nlp

This repository is reserved for CS388 Natural Language Processing assignments.

nlp-1

nlp-class-hw

Homework files for my NLP class taught at Simon Fraser University

nlp-class-hw-archive

Homework files distributed to students for my NLP class.

nlp-classification_sentiment_analysis-sagemaker

Sentiment Analysis from IMBD movie reviews to predict positvity/negativity in new reviews - Using a Pytorch Model, in AWS Sagemaker. Fully Deployable in AWS Sagemaker

nlp-hw

Homework for NLP course at University of Maryland

nlp-hw-2020

nlp-hw2

Homework 2 for Natural Language Processing

nlp-intent-classification

Scalable Machine Learning project, Fall 2019, UT Austin. https://chatbotfastai.appspot.com/

nlp-name-classifier

Name classifier RNN using PyTorch