Andrey Stepnov jamm1985
jamm1985
/ catalog.py
Last active
July 24, 2020 06:27
Aggregate (count) catalog data by year/month and plot it
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| """ | |
| File: catalog.py | |
| Author: Andrey Stepnov | |
| Email: myjamm@gmail.com, a.stepnov@geophystech.ru | |
| Github: https://github.com/jamm1985 | |
| Description: Aggregate (count) catalog data by year/month and plot it | |
| Catalog sources: https://earthquake.usgs.gov, https://eqalert.ru | |
| """ |
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| " -- global section -- | |
| " colors | |
| syntax enable | |
| " colorscheme vimbrains "~/.vim/colors/vimbrains.vim (fallback colors) | |
| " modern vim | |
| set nocompatible | |
| set backspace=indent,eol,start |
jamm1985
/ wave_plots.py
Last active
July 25, 2020 04:50
Simple waveforms (from various earthquakes) plot with trace differentiation, normalization.
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| """ | |
| File: wave_plots.py | |
| Author: Andrey Stepnov | |
| Email: a.stepnov@geophystech.ru, myjamm@gmail.com | |
| Github: https://github.com/jamm1985 | |
| Description: puts waveforms from different earthquakes in single plot using obspy and matplotlib | |
| """ | |
| from obspy import read | |
| from obspy import UTCDateTime |
jamm1985
/ rainfall_regression.py
Created
July 24, 2020 02:42
Gets data from XLSX, does explanatory analysis and performs OLS regression
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| """ | |
| File: rainfall_regression.py | |
| Author: Andrey Stepnov | |
| Email: a.stepnov@geophystech.ru, myjamm@gmail.com | |
| Github: https://github.com/jamm1985 | |
| Description: Gets data from XLSX, does explanatory analysis and performs OLS regression | |
| """ | |
| import matplotlib.pylab as plt | |
| import pandas as pd |
jamm1985
/ landslide_rainfall_logit.py
Last active
August 16, 2021 06:35
Perform logistic regression for landslide prediction based on rainfall measurements
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| """ | |
| File: landslide_rainfall_logit.py | |
| Author: Andrey Stepnov | |
| Email: a.stepnov@geophystech.ru, myjamm@gmail.com | |
| Github: https://github.com/jamm1985 | |
| Description: Perform logistic regression for landslide prediction | |
| based on rainfall measurements. | |
| Classification tests, plots and metrics! | |
| """ |
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jamm1985
/ lab_5_linear_regression.ipynb
Created
November 28, 2021 12:28
Lab_5_linear_regression.ipynb
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jamm1985
/ lab_8_hypotesis_testing_part_i.ipynb
Last active
December 9, 2021 11:35
Lab_8_hypotesis_testing_part_I.ipynb
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jamm1985
/ lab_9_hypotesis_testing_part_ii.ipynb
Created
December 15, 2021 12:14
Lab_9_hypotesis_testing_part_II.ipynb
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jamm1985
/ _magnitude_det_rate_estimation_mle.ipynb
Last active
January 13, 2022 12:25
magnitude_det_rate_estimation_mle.ipynb
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