ReCoDE Exemplars

Deep Learning Best Practices
Antoni Bigata Casademunt

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Python, PyTorch, Machine Learning

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SPH Solver for 2D Navier-Stokes
Georgios Efstathiou

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Python, C++, Boost

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Hidden Markov Models for the discovery of behavioural states
Laurence Blackhurst

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Python, Pandas, Machine Learning

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Decoding Market Signals
Benjamin Scharpf

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Finance, Pandas, Logistic Regression

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Binary Classification of Patent Texts
Egheosa Ogbomo

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Python, Tensorflow, Sci-kit Learn

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CNNs for the Cosmic Dawn
Kimeel Sooknunan

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Python, Tensorflow, Sci-kit Learn

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Solving SDEs with Euler-Maruyama
Antonio Malpica-Morales

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Python, NumPy, Matplotlib

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Multi-channel Python GUI
Shuaixun Wang

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Python, NumPy, GUI

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RNA Sequencing Analysis
Jack Gisby

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R, bash, Conda, Nextflow

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Bayesian Inference for SARS-CoV-2 Transmission Modelling
Bethan C Daniels

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R, Stan

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1-Dimensional Neutron Diffusion Solver
Jack Trainor

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Fortran, OOP

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Markov Chain Monte Carlo for fun and profit
Tom Hodson

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Python, TDD, Optimisation

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PyTorch for end-to-end training of a deep learning model
Emily Muller

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Python, pyTorch, Machine Learning

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