Detecting Muon Momentum in the CMS Experiment at CERN using Deep Learning

Posted on Thu 19 November 2020 in posts • Tagged with python, deep-learning, projects • 67 min read

Jupyter Notebook for Building and training Neural Networks for muon momentum prediction with Tensorflow


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How to Detect Muon Momentum in the CMS Experiment at CERN using Deep Learning

Posted on Sat 14 November 2020 in posts • Tagged with python, deep-learning, guides • 8 min read

Detailed walkthrough of how to build and train Neural Networks for muon momentum prediction with Tensorflow.


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How to Structure a Reinforcement Learning Project (Part 2)

Posted on Mon 24 August 2020 in posts • Tagged with python, reinforcement-learning, guides • 7 min read

Part Two - Choose your Weapons: All the Tools You Need to Build a Working RL Environment


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How to Structure a Reinforcement Learning Project (Part 1)

Posted on Sun 21 June 2020 in posts • Tagged with python, reinforcement-learning, guides • 7 min read

Part One of a non-comprehensive step-by-step guide for structuring an RL project


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Detecting Diabetic Retinopathy to Stop Blindness using Pretrained Deep Learning Models

Posted on Thu 26 September 2019 in posts • Tagged with python, deep-learning, kaggle • 22 min read

Developping a Diabetic Retinopathy predictor based on a pretrained Deep Learning model and using Aravind Eye Hospital's Data


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Generating Climate Temperature Spirals in Python

Posted on Thu 29 August 2019 in posts • Tagged with python, data-science, data-analysis, data-visualization • 7 min read

Recreating Ed Hawkins famous 2017's climate temperature spirals animation


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