mimoralea's Repositories

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alexnet-feature-extraction

This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.

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applied-reinforcement-learning

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

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awesome-malmo-minecraft

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Reinforcement learning resources curated

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

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A high-performance Atari A3C agent in 180 lines of PyTorch

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OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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A community bash framework.

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behavioral-cloning

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Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

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CarND-Advanced-Lane-Lines

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CarND-Camera-Calibration

Images and notebook for camera calibration

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CarND-Extended-Kalman-Filter-Project

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

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CarND-Kidnapped-Vehicle-Project

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CarND-LaneLines-P1

Lane Finding Project for Self-Driving Car ND

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CarND-MPC-Project

CarND Term 2 Model Predictive Control (MPC) Project

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CarND-MPC-Quizzes

CarND MPC Quizzes

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CarND-Path-Planning-Project

Create a path planner that is able to navigate a car safely around a virtual highway

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CarND-PID-Control-Project

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CarND-Semantic-Segmentation

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CarND-TensorFlow-Lab

TensorFlow Lab for Self-Driving Car ND

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CarND-Unscented-Kalman-Filter-Project

Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project

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CarND-Vehicle-Detection

Vehicle Detection Project

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Reinforcement Learning Coach by Intel® Nervana™ enables easy experimentation with state of the art Reinforcement Learning algorithms

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COCO API - Dataset @ http://cocodataset.org/

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cs4641B-summer2020

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CuLE: A CUDA port of the Atari Learning Environment (ALE)

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datasciencecoursera

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The Leek group guide to data sharing

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Repo for the Deep Learning Nanodegree Foundations program.

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Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

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django-rest-framework

Web APIs for Django.

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Docker - the open-source application container engine

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Opinionated stacks of ready-to-run Jupyter applications in Docker.

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DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

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ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

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ExData_Plotting2

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FCND-Motion-Planning

Motion planning project (P1)

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Grokking Deep Reinforcement Learning

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getdata-project

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gfootball-rllib-intro

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git-flow-helper-scripts

Scripts to assist with git flow branching model

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Current version of the http://git-scm.com site

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Python modules for GQ-CNN training and deployment, with ROS integration

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A toolkit for developing and comparing reinforcement learning algorithms.

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Bandits Environments for the OpenAI Gym

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Gridworld environments for OpenAI gym.

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gym-soccer-littman94

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Random walk OpenAI Gym environment.

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hipchat-room-message-APIv2

This is a simple perl script that will use Hipchat's API v2 to message a room after passing in the room name, authentication token and a message. Also includes features for selecting the colour, notifying the room, passing in an html message, using a proxy and using API v1 should you so choose.

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Imitation Learning Homework 1

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interactive-tutorials

Interactive Tutorials

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ios-project-1-echo

echo client/server sample code

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ios-project-1-file-transfer

File transfer sample code

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Multi-Agent Reinforcement Learning with JAX

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Easy self-contained junit demo on a payroll application with basic object oriented programming

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Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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Code for the Python EV3 Mindstorms platform. Slam, Line Follower, Particle filters and more

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Deep Reinforcement Learning Pong Agent, King Pong, he's the best

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KITTI-detection-OHEM

faster rcnn Online hard example mining for KITTI

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large-scale-curiosity

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maim (make image) takes screenshots of your desktop. It has options to take only a region, and relies on slop to query for regions. maim is supposed to be an improved scrot.

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mimoralea.github.io

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Mongoose web server

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A multi-agent quadruped environment, supporting learning of locomotion control or merely high-level planning.

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Multi-Agent-Reinforcement-Learning-in-Stochastic-Games

Unofficial PyBrain extension for multi-agent reinforcement learning in general sum stochastic games.

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Code for the Neural GPU model originally described in "Neural GPUs Learn Algorithms"

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[ICML 2017] Curiosity-driven Exploration for Deep Reinforcement Learning by Self-supervised Prediction

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Unified Reinforcement Learning Framework

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A course in reinforcement learning in the wild

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ProgrammingAssignment2

Repository for Programming Assignment 2 for R Programming on Coursera

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Beta code release for Python Multi-Agent Reinforcement Learning framework

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a project to run lego ev3 in python

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Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

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Q-Learning self driving Taxi Cab Agent - Q-Cab

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A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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RepData_PeerAssessment1

Peer Assessment 1 for Reproducible Research

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RepData_PeerAssessment2

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PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

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Collection of reinforcement learning algorithms

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rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

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RoboND-Kinematics-Project

Pick and Place project for RoboND Term 1

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RoboND-Rover-Project

Project repository for the Unity rover search and sample return project.

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An educational resource to help anyone learn deep reinforcement learning.

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A PyTorch Implementation of Single Shot MultiBox Detector

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Easy-to-use micro-wrappers for Gym and PettingZoo based RL Environments

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An elegant PyTorch deep reinforcement learning library.

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Classify Traffic Signs.

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