greenstick
/ wbcd.csv
Created
March 21, 2022 19:54
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 32 columns, instead of 11 in line 3.
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| "id","diagnosis","radius_mean","texture_mean","perimeter_mean","area_mean","smoothness_mean","compactness_mean","concavity_mean","concave points_mean","symmetry_mean","fractal_dimension_mean","radius_se","texture_se","perimeter_se","area_se","smoothness_se","compactness_se","concavity_se","concave points_se","symmetry_se","fractal_dimension_se","radius_worst","texture_worst","perimeter_worst","area_worst","smoothness_worst","compactness_worst","concavity_worst","concave points_worst","symmetry_worst","fractal_dimension_worst" | |
| 842302,M,17.99,10.38,122.8,1001,0.1184,0.2776,0.3001,0.1471,0.2419,0.07871,1.095,0.9053,8.589,153.4,0.006399,0.04904,0.05373,0.01587,0.03003,0.006193,25.38,17.33,184.6,2019,0.1622,0.6656,0.7119,0.2654,0.4601,0.1189 | |
| 842517,M,20.57,17.77,132.9,1326,0.08474,0.07864,0.0869,0.07017,0.1812,0.05667,0.5435,0.7339,3.398,74.08,0.005225,0.01308,0.0186,0.0134,0.01389,0.003532,24.99,23.41,158.8,1956,0.1238,0.1866,0.2416,0.186,0.275,0.08902 | |
| 84300903,M,19.69,21.25,130,1203,0.1096,0.1599,0.1974,0.1279,0 |
greenstick
/ wbcd.csv
Created
March 21, 2022 19:54
We can make this file beautiful and searchable if this error is corrected: It looks like row 2 should actually have 33 columns, instead of 32 in line 1.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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| "id","diagnosis","radius_mean","texture_mean","perimeter_mean","area_mean","smoothness_mean","compactness_mean","concavity_mean","concave points_mean","symmetry_mean","fractal_dimension_mean","radius_se","texture_se","perimeter_se","area_se","smoothness_se","compactness_se","concavity_se","concave points_se","symmetry_se","fractal_dimension_se","radius_worst","texture_worst","perimeter_worst","area_worst","smoothness_worst","compactness_worst","concavity_worst","concave points_worst","symmetry_worst","fractal_dimension_worst", | |
| 842302,M,17.99,10.38,122.8,1001,0.1184,0.2776,0.3001,0.1471,0.2419,0.07871,1.095,0.9053,8.589,153.4,0.006399,0.04904,0.05373,0.01587,0.03003,0.006193,25.38,17.33,184.6,2019,0.1622,0.6656,0.7119,0.2654,0.4601,0.1189 | |
| 842517,M,20.57,17.77,132.9,1326,0.08474,0.07864,0.0869,0.07017,0.1812,0.05667,0.5435,0.7339,3.398,74.08,0.005225,0.01308,0.0186,0.0134,0.01389,0.003532,24.99,23.41,158.8,1956,0.1238,0.1866,0.2416,0.186,0.275,0.08902 | |
| 84300903,M,19.69,21.25,130,1203,0.1096,0.1599,0.1974,0.1279, |
greenstick
/ print-progress-auto.py
Last active
June 27, 2024 20:04
Python: printProgressBar function with autoresize option
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| # This version of the printProgressBar function implements an optional autoresize argument. | |
| # It has been updated from a previous version to use the shutil Python module to determine | |
| # the terminal size. This update should allow it to work on most operating systems and does | |
| # speed up the autosize feature quite a bit – though it still slows things down quite a bit. | |
| # For more robust features, it's recommended you use a progress bar library like tdqm (see: https://github.com/tqdm/tqdm) | |
| def printProgressBar (iteration, total, prefix = '', suffix = '', decimals = 1, length = 100, fill = '█', autosize = False): | |
| """ | |
| Call in a loop to create terminal progress bar | |
| @params: |
greenstick
/ performance.py
Last active
April 28, 2024 03:14
Python Class for Performance Assessment of Classification Tasks
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| #! /usr/bin/env python3 | |
| """ | |
| Development Version: Python 3.5.1 | |
| Author: Benjamin Cordier | |
| Description: Module For Performance | |
| Assessment of Classification Task | |
| License: BSD 3 Clause | |
| -- |
greenstick
/ Get User Input
Last active
November 7, 2018 05:22
Python: Get user input from command line
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| # Prompt user input from command line | |
| def getUserInput (valid, prompt, hint = "", failed = "Error: Invalid input"): | |
| """ | |
| Prompts user for and validates input using regular expression | |
| @params: | |
| valid - Required : regex to validate against (Rgx) | |
| prompt - Required : verbose user prompt (Str) | |
| hint - Optional : input hint (Str) | |
| failed - Optional : failed input (Str) | |
| Returns: dicts (List) |
greenstick
/ progress-bar.py
Last active
March 3, 2017 22:09
A customizeable Python progress bar. Call (instantiate) outside of a loop and update inside of the for loop with the current loop index.
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| # Print iterations progress | |
| def printProgressBar (iteration, total, prefix = '', suffix = '', decimals = 1, length = 100, fill = '█'): | |
| """ | |
| Call in a loop to create terminal progress bar | |
| @params: | |
| iteration - Required : current iteration (Int) | |
| total - Required : total iterations (Int) | |
| prefix - Optional : prefix string (Str) | |
| suffix - Optional : suffix string (Str) | |
| decimals - Optional : positive number of decimals in percent complete (Int) |