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In this repo SARSA, DDPG and REINFORCE with baseline (AC) agents are developed in tensorflow (python) and interact with a Simulink model for training. A ROS bridge is created for this scope. At the end of training the networks could be used as controller when TRAIN is set to False. OpenAI gym is used to test networks capability to learn.
Deep Learning by deeplearning.ai | The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology.
A simple GUI for calculating risk of Cardio-vascular disease using MATLAB
Datasets used for assignments / projects
Capstone project
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
The Open Source Data Science Masters
All grad school work
Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
The code from the Machine Learning Bookcamp book and a free course based on the book
This is my CV template designed in LaTeX
Python for Geeks, published by Packt
Notes and exercise attempts for "An Introduction to Statistical Learning"
A simple, low tech approach to quickly get you working with MySQL with real world examples from those who use it every day.
Work for thesis
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.