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