mark-watson/Java-AI-Book-Code

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mark-watson/Java-AI-Book-Code

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Code examples for my Java artificial intelligence book

Code for the 2020 edition of "Practical Artificial Intelligence With Java"

The previous edition was released in 2013. The new 2020 edition is largely a rewrite of older material with the addition of new material. The 2020 edition was published July 28, 2020 and this repository was updated to remove all old code and add new and modified examples. See below for information on getting the old code and the PDF for the 2013 edition.

Leanpub Link for latest edition

This book is a combination of

new coverage of deep learning
new material: creating and using knowledge graphs
examples from my discontinued book "Power Java": anomaly detection, linked data, using DBPedia, OpenNLP, and web scraping
examples from the original editions of this book: genetic algorithms and search algorithms
a few examples updated from my discontinued book "Practical Semantic Web and Linked Data Applications, Java Edition"

You can find the older code for the 2013 4th edition here: https://github.com/mark-watson/Java-AI-Book-Code_4th_edition

loving-common-lisp

Open source examples for my book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

langchain-book-examples

Example code for my book "LangChain Project Lab Book: Hooking Large Language Models Up to the Real World" https://leanpub.com/langchain

Clojure-AI-Book-Code

Examples for Clojure AI book

java_practical_semantic_web

Code examples for my book "Practical Semantic Web Programming (Java, Scala, Clojure, and JRuby Edition)

haskell_tutorial_cookbook_examples

Code samples for my book "Haskell Tutorial and Cookbook"

cancer-deep-learning-model

Keras Deep Learning neural network model for University of Wisconsin Cancer data that uses the Integrated Variants library to explain predictions made by a trained model

nlp_smalltalk

A natural language processing toolkit for Pharo Smalltalk

emberjs-nodejs

scripting-intelligence-book-examples

Examples from my book "Scripting Intelligence: Web 3.0 Information Gathering and Processing"

fasttag_v2

My Part of Speech Tagger

lisp_practical_semantic_web

Examples from the Lisp version of my semantic web book

hy-lisp-python

examples for my book "A Lisp Programmer Living in Python-Land: The Hy Programming Language"

power-java

Examples for my book "Power Java"

openai

Common Lisp library for using OpenAI's GPT3 APIs. From my book https://leanpub.com/lovinglisp

kbnlp.hs

Haskell NLP Work

bing_search_java

A simple wrapper for the new (2012) Bing Web Search API

clojure_wolfram_alpha

A simple wrapper for the Java APIs for using Wolfram Alpha

free-older-books-and-software

I used to have PDFs for my books on my web site - I moved them to this public repo.

emberjs-clj

A simple Ember.js and Clojure web app template - a minimal example of making a REST call from Ember.js back to Clojure.

javascript_intelligent_systems

Code examples for my book

cognitive-computing-book

Code examples for the book https://leanpub.com/cognitive-computing

julia_my_code_snippets

SmargGWT_LGPL_SQL_DATASOURCE

SQL DataSource for free LGPL SmartGWT

Docs_QA_Swift

Swift Example for Documents Question Answering Using OpenAI GPT3 APIs and a Local Embeddings Vector Database

noir-pjax-example

Using pjax with Clojure and Noir

Java-AI-Book-Code_4th_edition

Code for the older edition (2013) of my Java AI Book

kgcreator

The Knowledge Graph Creator (kgcreator) is a tool for automating the generation of RDF data for Knowledge Graphs from raw text data read from an input directory path. (from my book Practical Python Artificial Intelligence Programming https://leanpub.com/pythonai

hylang-jupyter-notesbooks

Jupyter Notebook

KGN_swift

Swift app for KGN

docs-qa

Chat interface to document repository for my book "Loving Common Lisp" implementing a local vector database

liblinear_ruby_classifier

Simple demo using liblinear-ruby-swig and libsvm_preprocessor for SVM text classification

clj-sparql

A Clojure library to provide a light-weight REST interface to: - GraphDB RDF data store and SPARQL endpoint - AllegroGraph RDF data store and SPARQL endpoint - Apache Fuseki RDF data store and SPARQL endpoint - DBPedia public RDF data store and SPARQL endpoint - WikiData public RDF data store and SPARQL endpoint

hy-lisp-heroku-starter-project

This is a Hello World example using the Hy language (HyLang) and Flask for a Heroku hosted app

huggingface

Common Lisp library for using Hugging Face NLP APIs. From my book https://leanpub.com/lovinglisp

categorize_summarize

Common Lisp code to categorize and summarize text - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

AGI-assistant.org

Open Source project for AGI experiments

powerloom-clj

Simple Clojure wrappers for the PowerLoom AI Inferencing System for ISI

dojo-mobile-clj

Trying ideas for using Dojo Mobile with Clojure Noir

fasttag

Common Lisp code for part of speech (POS) tagging in my book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

common_lisp_python_deep_learning_template

My personal Common Lisp + py4cl + pre-trained deep learning models template

kgn-text-ui

Knowledge Graph Knowledge Graph Navigator text UI - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

conceptnet

Common Lisp client for ConceptNet (a freely-available semantic network)

kbnlp

Common Lisp code for natural language processing (NLP) - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

HopfieldNeuralNetwork

Hopfield neural network example. Note: this was removed from my Practical Artificial Intelligence using Java book in the summer of 2020 edition

lisa-rule-engine

A fork of David E. Young's Lisa rules engine (uses Rete Network algorithms)

BertNlpDbpediaInterface_swift

BERT and DbPedia Swift project fr my Swift AI book

chez_scheme_akku_project

Test Akku project for Chez Scheme (https://akkuscm.org)

emacs_setup

My Emacs setup with Straight.el

kgn

Interactive exploration of Knowledge Graphs using natural language. Example for my book "Practical Python Artificial Intelligence Programming" https://leanpub.com/pythonai

PythonPracticalAIBookCode

Example code for my book "Practical Python Artificial Intelligence Programming" https://leanpub.com/pythonai

sparql

Common Lisp SPARQL client code - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

OpenAI_swift

AutoCoreML

Automatic deep learning with Apple's CoreML

cypher_memgraph_experiments

Cypher experiments

android-tutorial-speech

Automatically exported from code.google.com/p/android-tutorial-speech

bing

Common Lisp Microsoft Bing Search client library - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

classifier.jruby

A JRuby version of the Ruby classifier library

llmlib

Compatibility library for APIs from OpenAI, Hugging Face, and FastChat

save_keras_for_use_misc_prog_languages

Save a Keras model in JSON and weights + biases as CSV files for use in other languages

fuseki-semantic-web-dev-setup

Example setup for Apache Fuseki RDF SPARQL server with test data

mark-watson-old-books

PDFs for some of Mark Watson's older books

myutils

Common Lisp code: miscellaneous utilities - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

racket_neural_net_from_keras

Use trained model produced by Keras in a Racket Scheme app

dbpedia

Common Lisp DBPedia client ibrary - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

entities

Common Lisp code to find entities in text - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

kgn-capi-ui

Knowledge Graph Knowledge Graph Navigator text UI - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

python_AI_services

A collection of deep learning and NLP services with REST interfaces (I use these with Haskell and Common Lisp projects)

genetic_algo_cpp

Genetic Algorithms from my 1995 book "C++ Power Paradigms"

kgsampler

Common Lisp library for sampling DBPedia to create small test Knowledge Graphs. From my book https://leanpub.com/lovinglisp

mojo-ai.org

Notes and techniques for using Modular's Mojo programming language for AI development

Nlp_swift

Natural Language Processing (NLP) library developed in my Swift AI book

lw-grapher

Simple ISI Grapher algorithm implementation for LispWorks CAPI. Open source examples for my book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

hy-lisp-gcp-starter-project

Hy language (hylabg) example for using the Google Cloud Platform (GCP)

kgn-common

Knowledge Graph Navigator common library - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

question_answering

Use BERT QA and SPARQL queries to answer questions

Jupyter Notebook

haskell_cookbook_volume_2

Haskell programming book examples for "Haskell Cookbook, Volume 2"

SparqlQuery_swift

SPARQL Swift library for my Swift AI book