paulgureghian / Pytorch_projects
A collection of Machine Learning Google_Colab_Notebooks
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Nyc Ds Academy
In-class exercises for Deep Learning course at NYC Data Science Academy
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BUS 41204: Machine Learning
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Ukbiobank deep pretrain
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
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Kaggle Web Traffic Time Series Forecasting
Solution to Kaggle - Web Traffic Time Series Forecasting
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Super Resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
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An Unexpectedly Large Count Of Trees In The Western Sahara And Sahel
This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".
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Stock price trend fft
Stock price trend analysis using Fourier transform
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brief introduction to Python for machine learning
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Deep Hedging
Deep Hedging Demo - An Example of Using Machine Learning for Derivative Pricing.
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Particle Filter Implementations in Python and C++, with lecture notes and visualizations
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Neuromatch Academy
Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities
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Zalando Pytorch
Various experiments on the [Fashion-MNIST](https://github.com/zalandoresearch/fashion-mnist) dataset from Zalando
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Potter
Using NLTK to run an analysis on the Harry Potter corpus - different versions of this talk were given at Codeland in NYC and DjangoCon US in San Diego in 2018.
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Ensemble Machine Learning Cookbook
Ensemble Machine Learning Cookbook, published by Packt
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Kaggle rsna 2nd place solution
Notebooks to accompany the blog posts about the 2nd place Kaggle RSNA winners: https://github.com/darraghdog/rsna
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Google_Colab_Notebooks
A collection of Machine Learning Google_Colab_Notebooks
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