There are 3 repositories under predictive topic.
A notebook tutorial series for performing predictive maintenance using machine learning
Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
All my experiments with AI and ML
A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.
This project provides code examples for SAP HANA Predictive and Machine Learning scenarios and is educational content. It covers simple Predictive Analysis Library SQL examples as well as complete SAP HANA design-time “ML scenario”-application content or HANA-ML Python Notebook examples.
A simple in-memory search for collections and key-value stores.
Predictive Maintenance for Vehicle Fleets
User Defined Functions for multi-component thermodynamic calculations of the Predictive Peng-Robinson 1978 Equation of State. Clean VBA functions - no UI changes and no pop up messages. Errors are reported in cell comments. Import Math.bas, ModArraySupport.bas and ChemE_Functions.bas into PData.xlsx and save as xlsm or simply download PData.xlsm.
DL-MPC(deep learning model predictive control) is a software toolkit developed based on the Python and TensorFlow frameworks, designed to enhance the performance of traditional Model Predictive Control (MPC) through deep learning technology. This toolkit provides core functionalities such as model training, simulation, parameter optimization.
A list of apps that implemented the Android's "Predictive back animations" e̶x̶p̶e̶r̶i̶m̶e̶n̶t̶a̶l̶ feature.
Simple ML project that links TensorFlow and Android
A JavaScript client-side predictive prefetch solution for Webpack and SPAs. An alternative to Guess.js.
Cross Atlas Remapping via Optimal Transport
Predictive Keyboard on Thai Language
Project structure and initial code for predictive process monitoring with PM4Py and PyTorch.
Code examples for SAP HANA Automated Predictive Library (APL). It provides simple APL SQL examples covering all APL APIs, as well as reference implementations of the runtimes needed when predictive models are exported in C++, Java, or JavaScript for massive or real-time scoring.
Predictive marker discovery for groups; binary data, genomic data (single nucleotide variants), arbitrary character data.
Public release of NeuroMiner 1.1 (Beorn)
A predictive vehicle maintenance system for our Capstone Project in the Winter 2024 semester. Allows users to keep track of their owned vehicles, and can view upcoming recommended maintenances based on vehicle information.
GUI tools for creating powershell scripts without knowing powershell
Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis
Air Quality Index Predict the weather is good or bad
Predictive maintenance using Deep Learning
Building age prediction with Computer Vision and images from Google Street View.
Analytical tool to help the company decide whether the employee will stay or not
In this project, I used the Fuzzy python library for implementing common phonetic algorithms quickly. Typically this is in string similarity exercises, but they’re pretty versatile. In this project, I used the Python package Fuzzy to find out the genders of authors that have appeared in the New York Times Best Seller list for Children's Picture books.
protofiles with types for predictkube services interaction
Tutorial for Predictive Maintenance using Deep Learning
A multi-threaded project creation tool that automates setup and initialization for various programming languages using Python.
Uncertainty Quantification Methods In Predictive Machine Learning Models
Swarm based neural network for regression
A topic designed by Warwick Business School requires students to conduct data mining on the provided data to identify a suitable approach for predicting leads (customers) who will convert and buy the new term deposit.