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Top 10 Jupyter Notebook Simulation Projects
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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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AeroSandbox
Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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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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 - InfluxDB
www.influxdata.com | 18 Mar 2024
Index
What are some of the best open-source Simulation projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | machine-learning-and-simulation | 627 |
2 | AeroSandbox | 618 |
3 | pydna | 147 |
4 | shapeland | 96 |
5 | RigidBodySim.jl | 68 |
6 | BlockchainEngineering | 24 |
7 | bamboo | 14 |
8 | Subway-Station-Hazard-Detection | 11 |
9 | thesis-computational-artificial-market | 8 |
10 | ethereum-economic-model | 0 |