Dive into Deep Learning with Clojure DJL

This is the Clojure fork of famous Deep Learning AI book D2L.ai.

• Installation
• Notation
• 1. Introduction
• 2. Preliminaries
• 2.1-data-manipulation
• 2.2-data-preprocess
• 2.3-linear-algebra
• 2.4-calculus
• 2.5-automatic-differentiation
• 2.6-probability
• 2.7-dataset
• 3.1-linear-regression
• 3.2-linear-reg-impl-from-scratch
• 3.3-concise-impl-of-linear-reg
• 3.5-the-image-classification-dataset
• 3.6-implementation-of-softmax-regression-from-scratch
• 3.7-concise-impl-of-softmax-regression
• 4.1-multilayer-perceptrons
• 4.2-impl-multilayer-perceptron-from-scratch
• 4.3-concise-impl-multilayer-perceptron
• 4.4-underfitting-overfitting
• 4.5-weight-decay
• 4.6-dropout
• 4.8-numerical-stability