Kevin Mader kmader
kmader
/ CovidSpread.html
Created
June 24, 2020 13:16
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| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <title>IPyVolume Widget</title> | |
| </head> | |
| <body> | |
kmader
/ prep_convert.py
Last active
February 18, 2020 08:10
Convert a preprocessing function into a convolutional layer (in Keras). It takes an input from -127 to 127 and runs it through the preprocess_input function and then returns a convolutional layer with the appropriate weights and biases to reproduce (as closely as possible) the preprocessing step. This allows models to be packaged without worryin…
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| from keras.applications.mobilenet_v2 import MobileNetV2, preprocess_input | |
| from keras import layers, models | |
| from sklearn.linear_model import LinearRegression | |
| import numpy as np | |
| def prep_to_conv( | |
| in_prep_func: Callable[[np.array], np.array], | |
| *, | |
| min_val: float=-127, | |
| max_val: float=127, |
kmader
/ freeze_parameters.ipynb
Created
December 5, 2019 14:26
How to freeze parameters in a model using pytorch
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kmader
/ more_working.R
Created
August 28, 2019 12:59
https://www.r-bloggers.com/stock-market-data-scenario-set-generation-sp-100/
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| library(quantmod) | |
| library(rvest) | |
| table_id <- 3 | |
| url <- "https://en.wikipedia.org/wiki/S%26P_100" | |
| sp100 <- url %>% | |
| read_html() %>% | |
| html_nodes("table") %>% | |
| .[[table_id]] %>% | |
| html_table() |
kmader
/ a-greenland-ice-melting-graph.ipynb
Last active
August 5, 2019 14:38
Greenland Surface Melt Extent, the NSIDC has a very interesting melt-chart but unfortunately doesn't quite show all the steps taken to make it. So here we attempt to reproduce the chart from the raw data by pulling it all from their API. ## Acknowledgements - Greenland Ice Sheet Today is produced at the National Snow and Ice Data Center by Ted S…
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| name: plotly_express | |
| dependencies: | |
| - python=3.5 | |
| - numpy | |
| - matplotlib | |
| - pandas | |
| - scikit-learn | |
| - pip: | |
| - plotly==3.7.1 | |
| - plotly_express |
kmader
/ Comparing_Heart_Rate.ipynb
Last active
February 12, 2019 22:44
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