Clement Ow's repositories
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.
STS-Benchmark-SentEval
STS-Benchmark is a helper library that evaluates Sentence Transformer Models for Semantic Textual Similarity tasks.
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.
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
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
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Reddit-Classifier
A Reddit classifier of similar subreddits (topics) to understand and analyse if topic similarities can affect machine classification.
West-Nile-Virus-Prediction
An analysis and prediction on the West Nile Virus occurrence in Chicago, USA.
bootstrapvalidator
The best jQuery plugin to validate form fields. Designed to use with Bootstrap 3
Courier-Service-Management-Android
A Courier Service Android application for jobs management on-the-go tailored for delivery personnel.
fastText
Library for fast text representation and classification.
fraud-detection-handbook
Machine Learning for Credit Card Fraud Detection - Practical Handbook
ga_dsi_project
Projects from GA DSI Course
goodbye_world
an NLP project that aims to identify individuals at risk of suicide.
mlflow-docker-compose
Deploy mlflow with docker-compose
SAT-ACT-test-score-analysis
An in-depth analysis of SAT and ACT Test Scores
standard-gitignore
Standard gitignore for Python and VS Code.
thisisclement.github.io
Data Science Portfolio
word_embedding_storage
Storage and retrieval of Word Embeddings in various databases
working-with-yaml
A sample YAML file structure and sample Python script to read YAML files.