thomasnield/oreilly_machine_learning_from_scratch

176

oreilly_math_fundamentals_data_science

Resources for O'Reilly "SQL Fundamentals for Data" online training

156

oreilly_sql_fundamentals_for_data

153

oreilly_reactive_python_for_data

Resources for the O'Reilly online video "Reactive Python for Data"

O'Reilly online training "Intro to Mathematical Optimization"

106

machine-learning-demo-data

100

oreilly_intro_to_mathematical_optimization

A cheatsheet for translation math expressions to Kotlin

kotlin_math_cheatsheet

rxkotlinfx-tornadofx-demo

A demo application demonstrating TornadoFX and Rx usage

A Kotlin implementation of the TSP problem, with TornadoFX Visualization

traveling_salesman_demo

A suduko game solver written in Kotlin

kotlin-sudoku-solver

A simple neural network application built in Kotlin

kotlin_simple_neural_network

oreilly_programming_with_sql

A branch-and-bound solver to create classroom schedules

classroom-scheduling-demo

Dirty state-tracking properties and collections for JavaFX

DirtyFX

Fluent RxJava JDBC extension functions for Kotlin

rxkotlin-jdbc

Demonstration of using Naive Bayes to predict user inputs with Kotlin 1.2 std-lib

bayes_user_input_prediction

Experimental Rx implementation in Kotlin

rxkotlin-poc

Slides, notes, and code for KotlinConf talk on Data Science

kotlinconf-datascience-talk

oreilly_essential_math_for_data_science_book

Book code for "Essential Math for Data Science"

Simple demonstration using Kotlin with Spark

kotlin-spark-test

oreilly-probability-from-scratch

oreilly_deep_learning_beginners

Rescoures for "Mathematical Modeling with Kotlin" talk at KotlinConf 2018

kotlinconf-2018-mathematical-modeling

idea_eclipse_dark_theme

An Intellij IDEA port of the amazing Eclipse Dark theme

anaconda_intro_to_machine_learning

Notes, slides, and contents for the O'Reilly videos using Kotlin for Data Science

oreilly_kotlin_for_data_science

Using poisson distribution to optimize/simulate staffing count decisions to minimize wait times

customer-wait-queue-simulation

A Traveling Salesman Problem plotter built in Kotlin/TornadoFX

traveling_salesman_plotter

anaconda_data_cleaning_pandas

Useful extensions for kotlin collections

kotlin-collection-extras

Kotlin Extensions to the rxjava-extras library

rxkotlin-extras

A simple username/password login application to demonstrate SQL injection

sql-injection-demo

Source code for 3-Minute Data Science Videos

3mds

Experimenting with Bayes and Email Spam Categorization

bayes_email_spam

Articles and resources that see past AI hype and focus on practicality and realistic expectations

ai-appraisal-and-hype-articles

anaconda_intro_to_sql

ojalgo_abstract_examples

kotlin_linear_regression

RxPy versions of code from the O'Reilly book "Data Science from Scratch"

data_science_from_scratch_rx

A practical, simple code of conduct you can use in your own projects

code_of_conduct_dont_be_an_idiot

katacoda-scenarios

Katacoda Scenarios

Shell

ChicagoKUG_Many_Types_of_AI

https://www.meetup.com/Chicago-Kotlin/events/260487964/

3mds-lib

Library for supporting my Manim animations and 3MDS

thomasnield_odsc2023

Mathematical modeling on the JVM, talk resources and slides

JavaMug2019_Many_Types_of_AI

java_developers_dallas_talk_2018

continuous-optimization-example

mathematical-optimization-examples

tornadofx-live-examples

A Java 8 library with helpful concurrency tools, inlcuding lazy initializers and synchronizers

blog_articles

tom-sync

A 3Blue1Brown-inspired theme for PyCharm

3b1b_pycharm_theme

anaconda_statistics_hypothesis_testing

Idiomatic linear algebra for Kotlin using KMath

numky

Code examples for the Packt book "Learning RxJava"

packt_learning_rxjava

oreilly-strata-london-2020-ml-spark-sklearn

This project was created to help the Eclipse Gradle team debug an issue with multiprojects http://goo.gl/vsBxiB

bdd_chicago_many_types_of_ai

gradle_eclipse_multiproject_bug

ahk_scripts

AutoHotkey

bayes_price_war

Macroeconomic model for fractional reserve modeling

fractional-reserve-simulation

anaconda_probability_fundamentals

auto-driving-simulation

anaconda_linear_algebra

For the live event: https://learning.anaconda.cloud/cleaning-and-preparing-data-with-pandas

anaconda_ncaa_data_cleaning

rxjavafx-guide

oreilly_data_engineering_fundamentals

oreilly_foo_many_types_of_ai_demo