kengz/ai-notebook

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MIT License
Created over 8 years ago
Updated almost 8 years ago

kengz/ai-notebook

kengz

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Experiments with A.I.

SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

aiva

AIVA (A.I. Virtual Assistant): General-purpose virtual assistant for developers.

awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

spacy-nlp

Expose Spacy nlp text parsing to Nodejs (and other languages) via socketIO

dokker

Dokker.js creates professional Javascript code documentations.

CGKB

Contextual Graph Knowledge Base

python

Python Style Guide

telegram-bot-bootstrap

A bootstrap for Telegram bot with deployable sample bot and JS-wrapped API methods.

robocup-soccer

A.I. Python project on RoboCup 2D Soccer Simulation League.

lomath

Lomath is a tensorial math library extended from lodash, with performant math functions applicable to tensors(multi-arrays). It also has a standalone plotting module that using HighCharts and BrowserSync.

python-structure

Sample project structure for a python package.

Risk-game

Implementation of the 2-player Risk game and the AI to play it, for Math 335 Probability project.

neo4jKB

A graph knowledge base implemented in neo4j.

nlp-time

NLP time parser for time, range, and cron pattern.

Machines

Turing Machines and their restrictions: DFA, NFA, PDA etc, implemented in JavaScript. The design is polymorphic to show the restrictions on Turing Machine.

psi-scraper

The Ion Cannon for scraper, with proxy, robust logic control, parallelization, Sequelize data model. Use with caution.

github-actions-self-hosted

Github Actions Self Hosted container Dockerfile

reqscraper

Lightweight wrapper for Request and X-Ray JS.

torcharc

TorchArc: Build PyTorch networks by specifying architectures.

Notes-on-AI-realization

Personal notes on possible AI realizations, from the perspective of Computer Science, Quantum physics, Mathematics, and Philosophy.

farming

Two engineers decide to become farmers

k0s-cluster

Private Kubernetes cluster setup on a home lab using k0sctl and Helm charts.

SLM-Lab-doc

SLM Lab Gitbook Documentation

sheep-tinderbot

A tinder bot for a Sheep. Just for fun.

mnist-classifier

Simple MNIST classifier example using PyTorch Lightning.

kengz.github.io

github page for kengz

awesome-dstack

A curated list of awesome dstack.ai resources

psi

The horsemen are getting back to work. New trading project psi - ψ.

openai_lab_doc_cn

Chinese version of the doc for OpenAI Lab https://github.com/kengz/openai_lab

poly-socketio

Polyglot SocketIO server that allows cross-language communication via JSON

lean-dl-example

Example of a lean deep learning project with a config-driven approach.