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GitHub / andreikitaitsev / SymINDy
Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-based symbolic regression.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andreikitaitsev%2FSymINDy
Stars: 61
Forks: 3
Open Issues: 9
License: mit
Language: Python
Repo Size: 502 KB
Dependencies:
43
Created: over 2 years ago
Updated: 10 months ago
Last pushed: almost 2 years ago
Last synced: 9 months ago
Files
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Readme
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Dependencies
requirements.txt
pypi
- Pillow ==9.1.1
- atomicwrites ==1.4.0
- attrs ==21.4.0
- click ==8.1.3
- colorama ==0.4.4
- cvxpy ==1.2.0
- cycler ==0.11.0
- deap ==1.3.0
- derivative ==0.3.2
- ecos ==2.0.10
- fonttools ==4.32.0
- graphviz ==0.19.2
- greenlet ==1.1.2
- importlib-metadata ==4.11.3
- joblib ==1.1.0
- jsons ==1.6.1
- kiwisolver ==1.4.2
- matplotlib ==3.5.1
- more-itertools ==8.12.0
- networkx ==2.6.3
- numpy ==1.21.6
- osqp ==0.6.2.post5
- packaging ==21.3
- pluggy ==0.13.1
- py ==1.11.0
- pyparsing ==3.0.8
- pysindy ==1.6.3
- pytest ==5.4.3
- python-dateutil ==2.8.2
- pyzmq ==22.3.0
- qdldl ==0.1.5.post2
- scikit-learn ==1.0.2
- scipy ==1.7.3
- scoop ==0.7.1.1
- scs ==3.2.0
- six ==1.16.0
- sklearn ==0.0
- threadpoolctl ==3.1.0
- typing_extensions ==4.1.1
- typish ==1.9.3
- wcwidth ==0.2.5
- wheel ==0.37.1
- zipp ==3.8.0