Edd's Harbor ⛵
LinkedIn
Github
Application Design
How to Create Your Own CLI
Polyglot Programming
Books I've Read (Technical)
Designing Machine Learning Systems
Hands on ML with Scikit-Learn, Keras & Tensorflow
Natural Language Processing with Python
Code Snippets (ML)
Evaluation
Preprocessing
Stochastic Gradient Descent
matplotlib
Image Gen
List of Models
Image Generation
Brief History & Model Types
Jekyll
Commands
Gem Isolation
Glossary
Notes
Quickstart
Machine Learning
0. Glossary
1. ML Domain
2. Notes
3. Exploratory Data Analysis (EDA)
4. Scaling
5. Metrics & Model Evaluation
6. Loss Functions
Machine Learning (Algorithms)
Bagging
Bayesian Decision Methods
Bayesian Networks
Boosting
Convolutional Neural Networks
Decision Trees
Fisher's Linear Discriminant
Gradient Descent
Hierarchical Clustering
Least-Square Classification
Linear Regression
Locally Adaptive Clustering (LAC)
Logistic Regression
Mixtures of Gaussians
Neural Networks
Polynomial Regression
Principal Component Analysis (PCA)
Random Forest
Recommendation Systems
Rosenblatt's Perceptron
Self-organizing Map
Singular Value Decomposition
Support Vector Machines
k-Means
k-Nearest Neighbors
Machine Learning (Math)
0. Glossary
1. Probability
2. Linear Algebra
3. Calculus
4. Bayesian Decision Theory
Natural Language Processing
0. Glossary
1. What is NLP?
2. Language Modeling & N-grams
3. Word Vectors
4. Text Classification
Keyword Extraction & Topic Modelling
LM Benchmarks
Large Language Models
Scripts
Other
Android Development
CRISP-DM
GitHub Copilot
Python
uv - Package Management
Projects 📌
AI App Generation and Discovery
Recursive Language Models (RLMs)
viralscope
yelp-help
Publications 📑
Joulin - Blockchain-based P2P Energy Trading
Collapse All ↑
k-Means
Type
Clustering
⛵ 💬 Sailed too far out… Nothing to see in these waters! 🌊