neurals

Clojure code examples while learning NeuralNets from Hacker Guide to Neural Networks (HGNN). Link to HGNN.

Usage

You can load .clj files in repl. There are three files (with comments) :

core.clj : This has the initial local-search and numerical/analytical gradient methods. It also uses defprotocol for a circuit.
edges.clj : While learning NN, i also wanted to write a better designed code. I hit some questions which i asked here: Designing a Circuit of Gates. I looked at the circuit from another perpective. It can be thought of as a collection of edges, rather than gates. Coding with edges seemed to capture the flow in circuit. Coding with gates seemed to capture the state of circuit.
multi.clj : This is a amalgamation of core.clj's defprotocol and edges.clj's flow-cature thoughts. Multimethods are used. Maps are used. Circuit becomes a function as a whole. Data flows in and out. This contains the complete examples of circuit in HGNN.

Distributed under the Eclipse Public License either version 2.0.