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Clement Ow's Projects

ames-housing-price-prediction icon ames-housing-price-prediction

Prediction of housing prices in Ames using regression techniques. Dataset provided by https://www.kaggle.com/c/dsi-us-6-project-2-regression-challenge/overview

bertopic icon bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bootstrapvalidator icon bootstrapvalidator

The best jQuery plugin to validate form fields. Designed to use with Bootstrap 3

courier-service-management-cms icon courier-service-management-cms

A Courier Service Management System was designed with HCI design approaches in mind. Features include responsive design, on-the-fly form validation, one-click address lookup, simplified request logger, verification of mobile number and automated confirmation email.

fasttext icon fasttext

Library for fast text representation and classification.

goodbye_world icon goodbye_world

an NLP project that aims to identify individuals at risk of suicide.

hate-speech-prediction icon hate-speech-prediction

A hate speech prediction classification problem where machine learning and deep learning methods were explored to tackle this important and pressing issue in this digital age. #techforgood

minhash icon minhash

Try out minhash with differnt scenarios and languages

pbpython icon pbpython

Code, Notebooks and Examples from Practical Business Python

portfolio icon portfolio

Welcome to my portfolio, where details of my projects are housed at!

prometheus-tf-serving icon prometheus-tf-serving

To improve tenementary for the Tensorflow Serving (TF Serving) ModelServer instance, Prometheus serves as a telemetry app that takes in the metrics from TF Serving and displays on Graphana. This repo elaborates the needed configuration for Prometheus, Tensorflow Serving and Graphana.

reddit-classifier icon reddit-classifier

A Reddit classifier of similar subreddits (topics) to understand and analyse if topic similarities can affect machine classification.

sts-benchmark-senteval icon sts-benchmark-senteval

STS-Benchmark is a helper library that evaluates Sentence Transformer Models for Semantic Textual Similarity tasks.

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