📚 A curated list of papers & technical articles on AI Quality & Safety

• UpdatedOct 13, 2023

Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data generated during the experiment has led to helpful insights in to the problem domain.

• UpdatedDec 8, 2022
• Python

This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, benchmarking by model testing and evaluation, model transitioning to production followed by deployment into cloud instance via CI/CD

• UpdatedFeb 1, 2023
• Python

Assignment-04-Simple-Linear-Regression-2. Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.

• UpdatedMay 30, 2021
• Jupyter Notebook

SDK for Inquire model test database API, by Sevan

• UpdatedJan 13, 2025
• Python

📝🔍🖼️ A deep learning application for retrieving images by searching with text.

• UpdatedDec 14, 2021
• Jupyter Notebook

Simple DB Fixtures for Sails.js v1 (fake data for testing).

• UpdatedNov 16, 2024
• JavaScript

Image Classifiers are used in the field of computer vision to identify the content of an image and it is used across a broad variety of industries, from advanced technologies like autonomous vehicles and augmented reality, to eCommerce platforms, and even in diagnostic medicine.

• UpdatedMar 1, 2023
• HTML

• UpdatedApr 13, 2023
• Jupyter Notebook

The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.

• UpdatedJan 24, 2023
• HTML

mask rcnn training with coco-like dataset. You can use for trainnig your own coco.json (polygon) dataset in Google Colab.

• UpdatedNov 8, 2021
• Jupyter Notebook

Supervised-ML-Decision-Tree-C5.0-Entropy-Iris-Flower-Using Entropy Criteria - Classification Model. Import Libraries and data set, EDA, Apply Label Encoding, Model Building - Building/Training Decision Tree Classifier (C5.0) using Entropy Criteria. Validation and Testing Decision Tree Classifier (C5.0) Model

• UpdatedNov 9, 2021
• Jupyter Notebook

Showcase of MLflow capabilities

• UpdatedJan 17, 2021
• Jupyter Notebook

Assignment-04-Simple-Linear-Regression-1. Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Mo…

• UpdatedMay 29, 2021
• Jupyter Notebook

A python package, command-line tool, and Shiny application to compare short tandem repeat (STR) profiles.

• UpdatedMar 10, 2025
• HTML

Data Science Project (Decision Trees & Random Forests M11)

• UpdatedJan 6, 2025
• Jupyter Notebook

The main objective is to understand the relationship between diffeent variable and testeing many Regression model and choosing the efficent one them predincting new points

• UpdatedJun 14, 2023
• R

Credit Card Fraud Detection Using Machine Learning

• UpdatedNov 30, 2022
• Jupyter Notebook

Model Tester is a utility for automatically testing model classes.

• UpdatedJul 28, 2023
• Java

It involves prediction of House prices in Melbourne using Machine Learning. It involved concepts of Data extraction, Data Preprocessing, Data Visualisation, Data Aggregation, Model Creation and Testing. It comes under Supervised Learning.

• UpdatedJan 10, 2022
• Jupyter Notebook