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Top 7 Python simulation Projects
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pgmpy
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
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I mostly use tools like this for data exploration in Jupyter notebooks and PyVista was fine when I tried it out last year. However, I found I could get results much faster with Vedo[0].
No hate though, I'm so glad there are options in this space!
[0]https://vedo.embl.es/
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algobot
Cryptocurrency trading bot with a graphical user interface with support for simulations, backtests, optimizations, and running live bots.
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chaos-theory
Playing around with chaos theory simulations. Creating equilibrium graphs and visualizing the logistic maps.
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SaaSHub
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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).
Python simulations discussion
Python simulations related posts
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QMsolve: A Python module for solving and visualizing the Schrödinger equation
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QMsolve: A Python module for solving and visualizing the Schrödinger equation
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Calculate deformations transforming 3D mesh A to 3D mesh B
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Anyone has a relatively "simple" program for solving 2D time-dependent Schrödinger equations?
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I recently started playing around with Schrödinger's equation. And after a lot of tinkering I got a simulation to work! My first experiment: an electron versus a wall.
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Quantum resonant tunneling simulation. Despite having less energy than the lower, the upper electron has a higher chance of passing through the barriers by exciting the resonant eigenstate of the nanostructure!
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Cryptocurrency trading bot
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Index
What are some of the best open-source simulation projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | pgmpy | 2,847 |
| 2 | vedo | 2,108 |
| 3 | qmsolve | 994 |
| 4 | algobot | 931 |
| 5 | simulatrex-engine | 223 |
| 6 | catsim | 127 |
| 7 | chaos-theory | 8 |
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