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awesome-chemical-engineering-education

A curated list of online chemical engineering education resources

awesome-industrial-datasets

A curated collection of public industrial datasets.

control-valve-stiction

Data-driven methods for detecting stiction in control valves

convenient-unit-converter

A web-based scientific calculator and unit converter with rich interactive features. Built using HTML, CSS, Javascript, jQuery, Bootstrap (coming soon!).

data-engineering-zoomcamp

Free Data Engineering course!

dl-4-tsc

Deep Learning for Time Series Classification

flask-change-microservice

Small Flask Microservice that makes the change

flask-ml-azure-serverless

Deploy Flask Machine Learning Application on Azure App Services

folder-quicknote

This desktop application allows you to store notes about the content of a file in a folder. The tool automatically detects the complete folder structure and displays the editable contents in a tree structure. Search feature is available to quickly find the required file.

gcp-flask-ml-deploy

This is a project to auto-deploy with an ML payload

hybridvsdata-driven_cstr

idaes-examples

IDAES platform examples and tutorials

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

master-thesis

Condition Monitoring of Heat Exchangers using Machine Learning

mlops-zoomcamp

Free MLOps course from DataTalks.Club

non-linearity-detection-algorithm-in-control-valves

Non-linearity-detection-algorithm-in-control-valves, programming in VBA Excel and Matlab/Simulink.

pcb-dataset

A synthetic PCB dataset

pdstoolkit-python-package

A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.

python-for-devops-april-2022

This is a new repository for Python for DevOps Lecture/Workshop

python-mlops-cookbook

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

retirementplanner

A light-weight program to plan savings for retirement

rnn-based-mpc

A CSTR example is used to illustrate the application of LMPC using RNN models to maintain the closed-loop state within the stability region.

scaffold

this is a project scaffold for python

shell_challenge

Compressor Analytics Dataset

sisoviewer

An open source Control-loop Performance Monitoring tool.

slow-feature-analysis

Slow feature analysis for soft sensing quality variable in debutanizer column

supportvectormachine_webtutorial

A Python and Javascript based web tool to teach Support Vector Machines (machine learning concept) basics. Users can run simulations and tune model parameters.

tensorflow-object-detection-with-tensorflow-2.0

Use the Tensorflow Object Detection API with Tensorflow 2

time-series-analysis-desktop-platform-in-python

A GUI based tool to study the performance of various time series methodologies such as ARIMA, exponential smoothing. Users can reproduce results and tune parameters from the in-chapter examples from the book Forecasting: Principles and Practice by Rob Hyndman.

train-object-detection-model-tf-2.x

Train a custom object detection model using TensorFlow 2.x