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A simple example of using Microsoft AirSim to train a TensorFlow neural net on collision avoidance
Modularized Implementation of Deep RL Algorithms in PyTorch
Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"
Natural Language Processing Python and NLTK by Packt
This project explores object tracking of human and vehicle targets in the infrared using Matlab. Using the OTCBVS Benchmark Dataset Collection, tracking of pedestrians are performed in a variety of infrared videos. Tracking is performed in cases with single pedestrians in the scene and also in cases with multiple pedestrians. Tracking approaches is centered on techniques most suited to the infrared. The project will not focus on identification of targets but instead on maintenance of accurate track following the identification. Performance of the developed tracking techniques are analyzed using the ground truth data from the databases. Metrics, such as those from the IEEE workshop on Performance Evaluation of Tracking and Surveillance is used for the analysis. All coding is done in MATLAB.
Pytorch δΈζζζ‘£
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Implementation of benchmark RL algorithms
A clean PyTorch implementation of SiamFC tracking/training, evaluated on 7 datasets.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.