Sandeep Pandey
Engineer with a PhD in applied machine learning and scientific computing.
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10 easy steps to simulate in OpenFOAM with docker
4 minute read
Published:
OpenFOAM with docker provides flexibility in terms of OS and is a good place to start without worrying about the installation.
Setting up an Overpass API server with Docker
3 minute read
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A brief overview of setting up an Overpass API server with Docker for OpenStreetMap.
Machine Learning Applied to Stock Market Prediction: A Comparison between LSTM and ESN
5 minute read
Published:
My use-case is focused on stock market price prediction, especially the opening price for a given stock. I haven’t focused too much on the hyperparameter tuning, rather aimed towards building the basic model and comparing some results. Unlike the scientific work, where my network has to predict autonomously provided an initial data, here we have the luxury to get input continuously i.e. by the end of the day we will have all the inputs so that we can guess what will be the opening price tomorrow.
Deep learning on HPC cluster with LSF queue
2 minute read
Published:
This is rather a short documentation to run the TensorFlow jobs on a high performance computing (HPC) cluster which is using LSF.