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Neural Ordinary Differential Equations
Ekin Ozturk
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Python, Machine Learning, PyTorch, Ordinary Differential Equations, Nonlinear Feedback Control, Optimisation
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Environmental Literature Analysis with BERTopic & RoBERTa
Yurong Yu
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Topic Modelling, BERTopic, RoBERTa, Natural Language Processing
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Deep Learning Best Practices
Antoni Bigata Casademunt
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Python, PyTorch, Machine Learning, Best practices
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SPH Solver for 2D Navier-Stokes
Georgios Efstathiou
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Python, C++, Boost, Fluid Dynamics, Optimisation, Object Oriented Programming, Profiling, Visualisation, Matplotlib, CMake
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Hidden Markov Models for 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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Python, Pandas, Finance, Logistic Regression
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Binary Classification of Patent Texts
Egheosa Ogbomo
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Python, NumPy, Tensorflow, Scikit Learn, Object Oriented Programming, Data Analysis, Machine Learning, NLTK, Natural Language Processing, Patents, Statistics
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CNNs for the Cosmic Dawn
Kimeel Sooknunan
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Python, NumPy, Tensorflow, Scikit Learn, Pandas, Convolutional Neural Networks, Machine Learning
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Solving SDEs with Euler-Maruyama
Antonio Malpica-Morales
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Python, Object Oriented Programming, NumPy, Stochastic Differential Equations, Uncertainty Quantification, Probability Distributions, Matplotlib
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Multi-channel Python GUI
Shuaixun Wang
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Python, NumPy, GUI
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Markov Chain Monte Carlo for fun and profit
Tom Hodson
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Python, Unit Testing, Optimisation, Statistics, Physics
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PyTorch for end-to-end deep learning
Emily Muller
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Python, pyTorch, Tensorflow, Computer Vision, Machine Learning, HPC
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