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Top 10 Jupyter Notebook Simulation Projects
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AeroSandbox
Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
this guy's Python library, validated against AVL and - XFLR5 https://peterdsharpe.github.io/AeroSandbox/
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machine-learning-and-simulation
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
As a fun passion project, I wanted to try to write my own little CFD solver from scratch. I started by following the code from this gentleman (link). He has a YouTube video that I was following as well (link).
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pydna
Clone with Python! Data structures for double stranded DNA & simulation of homologous recombination, Gibson assembly, cut & paste cloning.
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shapeland
Theme park simulation code from Defunctland's video "Disney's FASTPASS: A Complicated Legacy"
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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Subway-Station-Hazard-Detection
This project is part of the CS course 'Systems Engineering Meets Life Sciences II' at Goethe University Frankfurt. In this Computer Vision project, we developed a first prototype of a security system which uses the surveillance cameras at subway stations to recognize dangerous situations. The training data was artificially generated by a Unity-based simulation.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-04-24.
Jupyter Notebook Simulation related posts
- Has he ever released the FastPass simulation code?
- MSc Thesis (that a School of CS will acccept) Finance and Machine Learning ideas other than predicting stocks/portfolio selection
- GitHub - CADLabs/ethereum-economic-model: A modular dynamical-systems model of Ethereum's validator economics.
- r/ethereum - CADLabs Ethereum Economic Model -- A modular dynamical-systems model of Ethereum's validator economics
- CADLabs Ethereum Economic Model -- A modular dynamical-systems model of Ethereum's validator economics
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A note from our sponsor - SonarLint
www.sonarlint.org | 28 Sep 2023
Index
What are some of the best open-source Simulation projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | AeroSandbox | 511 |
| 2 | machine-learning-and-simulation | 469 |
| 3 | pydna | 136 |
| 4 | ethereum-economic-model | 120 |
| 5 | shapeland | 83 |
| 6 | RigidBodySim.jl | 68 |
| 7 | BlockchainEngineering | 25 |
| 8 | bamboo | 13 |
| 9 | Subway-Station-Hazard-Detection | 10 |
| 10 | thesis-computational-artificial-market | 7 |
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