cptanalatriste

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

statsmodels

Statsmodels: statistical modeling and econometrics in Python

captum

Model interpretability and understanding for PyTorch

tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

CleverAlgorithms

Clever Algorithms: Nature-Inspired Programming Recipes

Deep-Learning-with-Keras

Code repository for Deep Learning with Keras published by Packt

NetLogo

turtles, patches, and links for kids, teachers, and scientists

Beginners-Crash-Course-to-Elastic-Stack-Series-Table-of-Contents

tensorflow

An Open Source Machine Learning Framework for Everyone

bootstrapped

Generate bootstrapped confidence intervals for A/B testing in Python.

BookRepo

Hands-On-Intelligent-Agents-with-OpenAI-Gym

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

rlmeta

RLMeta is a light-weight flexible framework for Distributed Reinforcement Learning Research.

Machine-Learning-for-Time-Series-with-Python

Machine Learning for Time-Series with Python.Published by Packt

udacidrone

An API for working with flying objects, simulated, unidentified, and otherwise.

Mastering-spaCy

Mastering spaCy, published by Packt

pyNetLogo

BehavioralDataAnalysis

Support files for the O'Reilly book "Behavioral Data Analysis with R and Python" by Florent Buisson

aws-deepracer-follow-the-leader-sample-project

Learn to deploy an object detection model that enables the AWS DeepRacer device to identify and follow an object.

robot-runner

Tool for Automatically Executing Experiments on Robotics Software

TweetyProject

TweetyProject is a collection of Java libraries that implement approaches to different areas of artificial intelligence.

Gym-Stag-Hunt

A custom reinfrocement learning environment for OpenAI Gym & PettingZoo that implements various Stag Hunt-like social dilemma games.

Python-Extension

Python extension for NetLogo

aws-deepracer-mapping-sample-project

In this project, use the AWS DeepRacer car to draw a map with SLAM (Simultaneous Localization and Mapping), a technique for creating a map of an environment by estimating a device’s current location as it moves through a space.

segregation

fire-evacuation-simulator

simple ABM program to simulate a moving danger (e.g., fire) and people in a confined space trying to escape the danger

evacuation

An agent-based evacuation model to study socio-cultural factors influencing the evacuation process

aul

Export NetLogo simulation runs to GIF or MP4 through Python.

covid19-sim-mesa

COVID-19 infection multi-agent simulation using Mesa framework