Matthew Mayo mmmayo13
mmmayo13
/ gist:baa228bda250e27a9e5ab8ef19359086
Created
December 5, 2025 21:59
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;"> | |
| <table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;"> | |
| <td> | |
| <!-- Header --> | |
| <table style="width:100%; border-collapse:collapse;"> |
mmmayo13
/ gist:51b0907f91608a071ca0b7dc5658e959
Created
November 22, 2025 00:15
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;"> | |
| <table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;"> | |
| <td> | |
| <!-- Header --> | |
| <table style="width:100%; border-collapse:collapse;"> |
mmmayo13
/ gist:4d3ca69931206b43450adc4b8e638e0b
Created
November 16, 2025 17:22
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;"> | |
| <table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;"> | |
| <td> | |
| <!-- Header --> | |
| <table style="width:100%; border-collapse:collapse;"> |
mmmayo13
/ gist:cb03843f896c17fc994879325a879526
Created
November 16, 2025 17:18
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;"> | |
| <table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;"> | |
| <td> | |
| <!-- Header --> | |
| <table style="width:100%; border-collapse:collapse;"> |
mmmayo13
/ gist:dd717bab2a4a7c17665d25faab32f4a6
Created
November 7, 2025 13:51
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;"> | |
| <table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;"> | |
| <td> | |
| <!-- Header --> | |
| <table style="width:100%; border-collapse:collapse;"> |
mmmayo13
/ gist:a7b722599aae2c32dfc26b93778a49d8
Created
November 7, 2025 13:50
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;"> | |
| <table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;"> | |
| <td> | |
| <!-- Header --> | |
| <table style="width:100%; border-collapse:collapse;"> |
mmmayo13
/ gist:67b25af95f2ecb5a193cadc1b1f740af
Created
November 7, 2025 13:48
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| <!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body | |
| style=" | |
| background-color: #ffffff; | |
| font-family: arial, verdana, tahoma; | |
| font-size: 14px; |
mmmayo13
/ index.html
Created
November 7, 2025 13:45
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> | |
| <html> | |
| <head> | |
| <title>KDnuggets Weekly Digest</title> | |
| </head> | |
| <body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;"> | |
| <table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;"> | |
| <td> | |
| <!-- Header --> | |
| <table style="width:100%; border-collapse:collapse;"> |
mmmayo13
/ centroid_initialization.py
Created
June 9, 2020 19:09
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| from math import sqrt, floor | |
| import numpy as np | |
| def random(ds, k, random_state=42): | |
| """ | |
| Create random cluster centroids. | |
| Parameters | |
| ---------- |
mmmayo13
/ better_text_summarization.py
Last active
September 14, 2021 13:55
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| from collections import Counter | |
| from string import punctuation | |
| from sklearn.feature_extraction.stop_words import ENGLISH_STOP_WORDS as stop_words | |
| import spacy | |
| def count_words(tokens): | |
| word_counts = {} | |
| for token in tokens: | |
| if token not in stop_words and token not in punctuation and token is not '\n': | |
| if token not in word_counts.keys(): |
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