From 05f0327b391c78fc97cc77aecbdb7036358b283a Mon Sep 17 00:00:00 2001 From: Daniel Shiffman Date: Sat, 11 Oct 2025 18:17:20 -0400 Subject: [PATCH 1/4] first pass at page for 187 bayes --- .../index.json | 122 ++++++++++++++++++ 1 file changed, 122 insertions(+) create mode 100644 content/videos/challenges/187-bayesian-text-classification/index.json diff --git a/content/videos/challenges/187-bayesian-text-classification/index.json b/content/videos/challenges/187-bayesian-text-classification/index.json new file mode 100644 index 000000000..7c15e232e --- /dev/null +++ b/content/videos/challenges/187-bayesian-text-classification/index.json @@ -0,0 +1,122 @@ +{ + "title": "Bayesian Text Classification", + "description": "In this coding challenge, I struggle my way through implementing a Naive Bayes text classifier in JavaScript using p5.js. I explain Bayes' theorem, demonstrate word frequency analysis, implement Laplacian smoothing, and build a working sentiment classifier that runs entirely in the browser.", + "videoNumber": "187", + "videoId": "g3-PXyF8U70", + "date": "2025-10-11", + "languages": ["JavaScript", "p5.js"], + "topics": [ + "Bayes theorem", + "text classification", + "naive Bayes", + "sentiment analysis", + "natural language processing", + "machine learning", + "word frequency", + "Laplacian smoothing" + ], + "canContribute": true, + "relatedChallenges": ["40-word-counter", "42-markov-chain-name-generator"], + "timestamps": [ + { "time": "0:00:00", "title": "Hello!" }, + { "time": "0:03:37", "title": "Explaining Bayes' Theorem" }, + { "time": "0:12:07", "title": "What is Naive Bayes?" }, + { "time": "0:13:48", "title": "Setting up the Classifier in p5.js" }, + { "time": "0:15:41", "title": "Coding the Word Counting Algorithm" }, + { "time": "0:21:22", "title": "Training the Classifier with Data" }, + { "time": "0:22:14", "title": "Coding the Classify Function" }, + { "time": "0:25:20", "title": "Refactoring the Data Structure" }, + { "time": "0:29:06", "title": "Implementing Probability Calculations" }, + { "time": "0:33:24", "title": "Laplacian (Additive) Smoothing" }, + { "time": "0:42:21", "title": "Ignoring the Denominator (Normalization)" }, + { "time": "0:45:36", "title": "Quick User Interface" }, + { "time": "0:49:42", "title": "Final thoughts" } + ], + "codeExamples": [ + { + "title": "Text Classifier - Initial Version", + "description": "Raw (but corrected) version in p5.js web editor.", + "urls": { + "p5": "https://editor.p5js.org/codingtrain/sketches/RZ8a1z4DN" + } + }, + { + "title": "Text Classifier - Refactored Version", + "description": "Refactored version with better structure and comments.", + "urls": { + "p5": "https://editor.p5js.org/codingtrain/sketches/P3ngrAANX", + "other": "https://github.com/Programming-from-A-to-Z/bayes-classifier-js" + } + }, + { + "title": "Text Classifier - File Loading Version", + "description": "Version that loads training data from three novels (romance, horror, sci-fi).", + "urls": { + "p5": "https://editor.p5js.org/codingtrain/sketches/WowR2Q9xg" + } + } + ], + "groupLinks": [ + { + "title": "References", + "links": [ + { + "icon": "📓", + "title": "Naive Bayes Classifier", + "url": "https://en.wikipedia.org/wiki/Naive_Bayes_classifier", + "description": "Wikipedia article explaining naive Bayes classification algorithms." + }, + { + "icon": "📓", + "title": "Laplacian Smoothing", + "url": "https://en.wikipedia.org/wiki/Additive_smoothing", + "description": "Wikipedia article about additive (Laplacian) smoothing technique." + } + ] + }, + { + "title": "Videos", + "links": [ + { + "icon": "🚂", + "title": "Word Counting", + "url": "/challenges/40-word-counter", + "description": "Video series on text analysis and word counting fundamentals." + }, + { + "icon": "🚂", + "title": "Regular Expressions", + "url": "https://youtu.be/7DG3kCDx53c?list=PLRqwX-V7Uu6YEypLuls7iidwHMdCM6o2w", + "description": "Video series covering regular expressions for text processing." + }, + { + "icon": "📺", + "title": "Bayes theorem, the geometry of changing beliefs", + "url": "https://youtu.be/HZGCoVF3YvM", + "description": "Visual explanation of Bayes' theorem with geometric visualization from 3Blue1Brown." + }, + { + "icon": "🚂", + "title": "p5.js 2.0: async and await", + "url": "/tracks/p5js-2.0/p5js-2.0/async-await", + "description": "Asynchronous programming in p5.js using async and await." + } + ] + }, + { + "title": "Live Stream Archives", + "links": [ + { + "icon": "🔴", + "title": "Full Live Stream", + "url": "https://youtube.com/live/TsBDm0P0qaA", + "description": "Complete unedited live stream showing the development process with all mistakes and problem-solving." + } + ] + } + ], + "credits": [ + { "title": "Editing", "name": "Mathieu Blanchette" }, + { "title": "Animations", "name": "Jason Heglund" } + ] +} From c063da5a6d15e3aaaea8ebc5cedbcb4eb4a7b375 Mon Sep 17 00:00:00 2001 From: Daniel Shiffman Date: Sat, 11 Oct 2025 18:45:50 -0400 Subject: [PATCH 2/4] add nebula slug --- .../challenges/187-bayesian-text-classification/index.json | 1 + 1 file changed, 1 insertion(+) diff --git a/content/videos/challenges/187-bayesian-text-classification/index.json b/content/videos/challenges/187-bayesian-text-classification/index.json index 7c15e232e..bf037d018 100644 --- a/content/videos/challenges/187-bayesian-text-classification/index.json +++ b/content/videos/challenges/187-bayesian-text-classification/index.json @@ -4,6 +4,7 @@ "videoNumber": "187", "videoId": "g3-PXyF8U70", "date": "2025-10-11", + "nebulaSlug": "codingtrain-coding-challenge-187-bayes-classifier", "languages": ["JavaScript", "p5.js"], "topics": [ "Bayes theorem", From e5d7e1af6f12063848888dc8cf70cd061fc041fc Mon Sep 17 00:00:00 2001 From: Daniel Shiffman Date: Sat, 11 Oct 2025 18:52:58 -0400 Subject: [PATCH 3/4] revise timecodes --- .../187-bayesian-text-classification/index.json | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/content/videos/challenges/187-bayesian-text-classification/index.json b/content/videos/challenges/187-bayesian-text-classification/index.json index bf037d018..f8da5d7b7 100644 --- a/content/videos/challenges/187-bayesian-text-classification/index.json +++ b/content/videos/challenges/187-bayesian-text-classification/index.json @@ -20,18 +20,17 @@ "relatedChallenges": ["40-word-counter", "42-markov-chain-name-generator"], "timestamps": [ { "time": "0:00:00", "title": "Hello!" }, - { "time": "0:03:37", "title": "Explaining Bayes' Theorem" }, + { "time": "0:03:34", "title": "Explaining Bayes' Theorem" }, { "time": "0:12:07", "title": "What is Naive Bayes?" }, - { "time": "0:13:48", "title": "Setting up the Classifier in p5.js" }, - { "time": "0:15:41", "title": "Coding the Word Counting Algorithm" }, - { "time": "0:21:22", "title": "Training the Classifier with Data" }, - { "time": "0:22:14", "title": "Coding the Classify Function" }, - { "time": "0:25:20", "title": "Refactoring the Data Structure" }, + { "time": "0:13:49", "title": "Setting up the Classifier in p5.js" }, + { "time": "0:15:41", "title": "Coding the train() function " }, + { "time": "0:22:14", "title": "Coding the classify() Function" }, + { "time": "0:24:45", "title": "Revising the train() function" }, { "time": "0:29:06", "title": "Implementing Probability Calculations" }, { "time": "0:33:24", "title": "Laplacian (Additive) Smoothing" }, - { "time": "0:42:21", "title": "Ignoring the Denominator (Normalization)" }, + { "time": "0:42:21", "title": "Ignoring the enominator (Normalization)" }, { "time": "0:45:36", "title": "Quick User Interface" }, - { "time": "0:49:42", "title": "Final thoughts" } + { "time": "0:49:42", "title": "Final thoughts and next steps." } ], "codeExamples": [ { From 651c5436e401322cd65278cb72acc7fe9c70697d Mon Sep 17 00:00:00 2001 From: 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b/content/videos/challenges/187-bayesian-text-classification/index.json index f8da5d7b7..6cc2af2c1 100644 --- a/content/videos/challenges/187-bayesian-text-classification/index.json +++ b/content/videos/challenges/187-bayesian-text-classification/index.json @@ -36,12 +36,14 @@ { "title": "Text Classifier - Initial Version", "description": "Raw (but corrected) version in p5.js web editor.", + "image": "classify.png", "urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/RZ8a1z4DN" } }, { "title": "Text Classifier - Refactored Version", + "image": "classify.png", "description": "Refactored version with better structure and comments.", "urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/P3ngrAANX", @@ -51,6 +53,7 @@ { "title": "Text Classifier - File Loading Version", "description": "Version that loads training data from three novels (romance, horror, sci-fi).", + "image": "classifyfiles.png", "urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/WowR2Q9xg" } 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