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All Algorithms implemented in Python

Python 196,076 46,048 Updated Dec 31, 2024

A database of 450 Machine Learning (ML) system design case studies from 100+ companies.

63 10 Updated Jun 30, 2024

LLM101n: Let's build a Storyteller

30,801 1,682 Updated Aug 1, 2024

This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and in…

MATLAB 1,353 287 Updated Dec 12, 2024

A curated list of online chemical engineering education resources

136 16 Updated Nov 30, 2024

A Collection of Ten Problems in Chemical Engineering

Python 8 Updated Mar 1, 2024

A template for creating streamlit web applications for numerical optimization problems

Python 14 5 Updated Feb 20, 2024

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting.

Python 1,090 279 Updated Dec 15, 2024

A repository with examples on essential knowledge of chemical engineering.

Jupyter Notebook 50 5 Updated Dec 30, 2024

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 28,532 5,889 Updated Oct 15, 2024

Robust Stochastic Optimization Made Easy

Python 301 56 Updated Nov 15, 2024

Arduino library and MATLAB/Simulink API for the AutomationShield Arduino expansion boards for control engineering education.

C 39 16 Updated Sep 10, 2024

Surrogate Modeling Toolbox

Jupyter Notebook 707 213 Updated Dec 24, 2024

Holistic Model Identification using MBDoE for kinetic model discrimination and parameter precision

Python 2 Updated Feb 2, 2023

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Jupyter Notebook 40,520 4,306 Updated Jul 28, 2024

Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)

Python 648 117 Updated Dec 20, 2024

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

HTML 70,274 14,747 Updated Jan 1, 2025

Arduino Code Snippets for Raw Sensor Communication with Sensirion Liquid Flow Sensors

C++ 24 15 Updated Apr 1, 2024

Arduino library for reading TSIC temperature sensors

C++ 4 1 Updated Mar 12, 2024

Arduino Library to read the ZACwire protocol of TSIC temperature sensors

C++ 9 4 Updated Jun 10, 2024

A Python API for interacting with NI-DAQmx

Python 449 162 Updated Dec 17, 2024

This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Python. The course will cover various topics, such as basic Pyth…

Jupyter Notebook 53 11 Updated Apr 4, 2024

Python code snippet library for The Lee Company Disc Pump Evaluation Kit - UEKA05xxxxxxxx

Python 6 3 Updated Nov 13, 2023

Arduino code snippets for The Lee Company Disc Pump General purpose drive board (UEKA0300000AA), Evaluation kit (UEKA05xxxxxxxx) and Smart Pump Module (Uxxxx2xxxxxAA).

C++ 2 2 Updated Aug 9, 2024

Stochastic Optimization under Uncertainty in Python.

Jupyter Notebook 34 2 Updated Aug 7, 2024

Nonlinear Optimal Experimental Design

Python 9 1 Updated May 20, 2021

Experimental Design via Bayesian Optimization

Jupyter Notebook 126 42 Updated Apr 23, 2022

The Reaction Network Viewer (ReNView) generates a graphic representation of the reaction fluxes within the system essential for identifying dominant reaction pathways and mechanism reduction.

Python 22 12 Updated Jul 23, 2024

IDAES platform examples and tutorials

Jupyter Notebook 18 36 Updated Dec 6, 2024
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