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Intro to Scientific Computing with Python
(Nov. 2017)
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Saturday June 15, 2024 - 22:48
Revision 0. lecture2_numpy_scipy.pdf - 0 Comments
lecture2_numpy_scipy.pdf
- Revision 0
Michael Nolta (nolta) - 2017-11-09 12:20
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1 Syllabus
2 Lectures
2.1 Intro and Numerics
2.2 Numpy/scipy
2.3 Integration and ODEs
2.4 Pandas
2.5 Machine Learning (scikit-l...
2.6 Markov Chain Monte Carlo M...
2.7 File I/O
2.8 Visualization
3 Assignment descriptions
3.1 Numpy/Scipy
3.2 Pandas/zombies
3.3 MCMC: German Tank Problem
3.4 NetCDF/Animations of GWs
4 Lecture recordings
4.1 Numerics
4.2 Numpy/Scipy
4.3 Integration and ODEs
4.4 Pandas
4.5 Machine Learning (scikit-l...
4.6 Markov Chain Monte Carlo
4.7 File I/O
4.8 Visualization
5 Broadcast link
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Example GW Video
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