repoGitHubTrust 82 · PrimaryPublished 6d agoLive · 5d ago
rasbt/python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 59%Entropy-Constrained Machine Learning with Residual Data Augmentation for Modeling Chemical Kinetics →
“Fuzzy title match (0.73): “Entropy-Constrained Machine Learning with Residual Data Augm” ≈ “rasbt/python-machine-learning-book””
- FuzzySimilar title/name (fuzzy) · 59%Understanding How Humans Inject Knowledge into Machine Learning Workflows through Visual Analytics →
“Fuzzy title match (0.73): “Understanding How Humans Inject Knowledge into Machine Learn” ≈ “rasbt/python-machine-learning-book””
- FuzzySimilar title/name (fuzzy) · 59%Human-Machine Collaboration on Generative Meta-Learning: Model and Algorithm →
“Fuzzy title match (0.73): “Human-Machine Collaboration on Generative Meta-Learning: Mod” ≈ “rasbt/python-machine-learning-book””
- PossiblePossibly related (embedding) · 64%IN 2026 ML BOOK OUTDATED? [D] →
- PossiblePossibly related (embedding) · 61%How to get into Machine Learning [D] →
- PossiblePossibly related (embedding) · 54%ipSpace.net Publishes Machine Learning Techniques Webinar - Let's Data Science →
- PossiblePossibly related (embedding) · 52%Machine Learning Help at 10th Grade Level [D] →
- FuzzySimilar title/name (fuzzy) · 59%Comparative Analysis of Machine Learning based Intrusion Detection in Realistic IoT Networks →
“Fuzzy title match (0.73): “Comparative Analysis of Machine Learning based Intrusion Det” ≈ “rasbt/python-machine-learning-book””
Implements
paperEntropy-Constrained Machine Learning with Residual Data Augmentation for Modeling Chemical KineticspaperUnderstanding How Humans Inject Knowledge into Machine Learning Workflows through Visual AnalyticspaperHuman-Machine Collaboration on Generative Meta-Learning: Model and AlgorithmpaperComparative Analysis of Machine Learning based Intrusion Detection in Realistic IoT NetworkspaperAutomatic Thematic Indexing of Large Literary Corpora: A Machine Learning Approach to Voltaire's Complete WorkspaperSpectral Stability of Pseudoinverse-Based Extreme Learning MachinepaperBeyond Adam: SOAP and Muon for Faster, Label-Efficient Training of Machine Learning Interatomic PotentialspaperMachine Learning for Depression Screening and Intervention: an Original Circadian Rhythm Score-based MethodologypaperThe Price of Reasoning: Cost-Quality Tradeoffs in Reinforcement Learning for Neural Machine TranslationpaperQuantum vs. Classical Machine Learning: A Unified Empirical Comparison
Covers
Related across the graph
paperEntropy-Constrained Machine Learning with Residual Data Augmentation for Modeling Chemical KineticspaperMachine Learning for Depression Screening and Intervention: an Original Circadian Rhythm Score-based MethodologypaperUnderstanding How Humans Inject Knowledge into Machine Learning Workflows through Visual AnalyticspaperHuman-Machine Collaboration on Generative Meta-Learning: Model and AlgorithmnewsMachine Learning Help at 10th Grade Level [D]paperSpectral Stability of Pseudoinverse-Based Extreme Learning MachinepaperAutomatic Thematic Indexing of Large Literary Corpora: A Machine Learning Approach to Voltaire's Complete WorkspaperQuantum vs. Classical Machine Learning: A Unified Empirical ComparisonpaperBeyond Adam: SOAP and Muon for Faster, Label-Efficient Training of Machine Learning Interatomic PotentialspaperThe Price of Reasoning: Cost-Quality Tradeoffs in Reinforcement Learning for Neural Machine TranslationpaperComparative Analysis of Machine Learning based Intrusion Detection in Realistic IoT NetworksnewsHow to get into Machine Learning [D]newsIN 2026 ML BOOK OUTDATED? [D]newsipSpace.net Publishes Machine Learning Techniques Webinar - Let's Data Science