JamesMcGuigan

James McGuigan's starred repositories

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Language:Jupyter NotebookMIT20249 861 155

dvc

🦉 ML Experiments and Data Management with Git

Language:PythonApache-2.013388 139 4649

z3

The Z3 Theorem Prover

Language:C++NOASSERTION9970 180 5427

css-only-chat

A truly monstrous async web chat using no JS whatsoever on the frontend

Language:RubyMIT6559 78 20

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Language:Jupyter NotebookMIT5232 175 155

jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

Language:JavaScriptNOASSERTION5193 133 810

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

3705 248 7

pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

Language:PythonBSD-3-Clause3589 27 217

PARL

A high-performance distributed training framework for Reinforcement Learning

Language:PythonApache-2.03222 62 514

ml-road

Machine Learning Resources, Practice and Research

Language:PythonMIT3111 136 1

ARC-AGI

The Abstraction and Reasoning Corpus

Language:JavaScriptApache-2.03036 95 56

kaggle-past-solutions

A searchable compilation of Kaggle past solutions

Language:HTMLMIT1478 65 6

CLR

Language:Jupyter NotebookMIT1202 23 16

swipl-devel

SWI-Prolog Main development repository

Language:CNOASSERTION927 46 744

easyAI

Python artificial intelligence framework for games

Language:PythonNOASSERTION632 38 26

doc

Miscellaneous documentation

436 31 26

razer-blade-stealth-linux

Install and run Linux on a Razer Blade Stealth (late 2016) and Razer Core.

Language:Shell402 33 40

downward

The Fast Downward domain-independent classical planning system

Language:C++GPL-3.0219 110

stickytape

Convert Python packages into a single script

Language:PythonBSD-2-Clause214 5 24

swipl

SWI-Prolog stable releases

Language:CNOASSERTION209 16 19

ml-from-scratch

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

Language:Jupyter NotebookMIT199 270

dahuffman

Python Module for Huffman Encoding and Decoding

Language:PythonMIT68 4 16

Halite

Kaggle Halite RL challenge - Provisional first place solution

Language:Python60 6 1

ARC_Kaggle

Language:PythonApache-2.03300

self-made-data-scientist

My concrete study plan to become a data scientist

18 5 1

HaliteIV

This is the code for Halite IV competition: https://www.kaggle.com/c/halite/overview

Language:Python900

kaggle-arc

Kaggle - Abstraction and Reasoning Challenge

Language:Jupyter Notebook500

dataset-kepler

Exploratory Data Analysis - Kepler Object of Interest Dataset

Language:Jupyter Notebook3 30

kaggle-bengali-ai

Kaggle Competition - Bengali.AI Handwritten Grapheme Classification

Language:Jupyter Notebook2 20

elasticsearch-tweets

ElasticSearch + Google Maps + API + ReactJS + NodeJS + Documention

Language:JavaScript1 30