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Evan Davis's Projects

a2c icon a2c

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

adain-tf icon adain-tf

TensorFlow/Keras implementation of "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization" https://arxiv.org/abs/1703.06868

ai2thor icon ai2thor

An open-source platform for Visual AI.

airsim icon airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

airsimtensorflow icon airsimtensorflow

A simple example of using Microsoft AirSim to train a TensorFlow neural net on collision avoidance

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

amazon_review-glove_lstm icon amazon_review-glove_lstm

Classifying Amazon reviews using GloVe and (Bidirectional) LSTM and comparing with traditional bag-of-words model + Naive Bayes

ann-visualizer icon ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

arbitrary_style_transfer icon arbitrary_style_transfer

Fast Neural Style Transfer with Arbitrary Style using AdaIN Layer - Based on Huang et al. "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"

ardrone_gazebo icon ardrone_gazebo

Gazebo simulator test environment for the Parrot ArDrone. The world is a simulated version of the ISR 7th floor. The ArDrone model is based on the implementation of a gazebo simulator for the Ardrone 2.0 written by Hongrong Huang and Juergen Sturm of the Computer Vision Group at the Technical University of Munich (http://wiki.ros.org/tum_simulator).

ardrone_tutorials icon ardrone_tutorials

This repository contains the source-code for the Up and flying with the AR.Drone and ROS tutorial series

arl_ardrone_examples icon arl_ardrone_examples

This ROS package is designed to help new users use the ardrone_autonomy drivers for the AR drone quadrotor robot. It includes extra helpful nodes for launching, landing, simple open loop flying,,,

artnet-wct-tf2 icon artnet-wct-tf2

TensorFlow 2.0 implementation of "Fast Universal Style Transfer for Artistic and Photorealistic Rendering" from https://arxiv.org/abs/1907.03118

attract-repel icon attract-repel

The Attract-Repel algorithm presented in (Mrkšić et al., TACL 2017), with accompanying resources.

awesome-graph-embedding icon awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

baselines-a2c icon baselines-a2c

Advantage Actor Critic model in PyTorch inspired by OpenAI baselines TensorFlow implementation

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