James Cadman's Projects
Useful files for post processing of phantom dump files.
Analyse planetary embryos formed in phantom SPH runs.
Contains code for modelling planet formation via core accretion, based on Ida & Lin (2004)
Code used in dust concentration vs. grain size work
A collection of files associated with the observational work I have done with the HARPS-N collaboration, searching for exoplanets via the radial velocity (and occasionally the transit) method.
Analysis, plotting and setup files for use with data output files from FARGO3D
Collection of scripts to generate plots used as figures in my thesis
Notebooks associated with the Ubiquant Market Prediction Kaggle competition (https://www.kaggle.com/c/ubiquant-market-prediction)
Useful scripts for use in our Machine Learning Practical (MLP) project.
A random collection of scripts written to help my understanding of various ML concepts. Currently mostly on reinforcement learning concepts.
Bog standard CNN for MNIST data using Tensor Flow
Smoothed particle hydrodynamics code in Python
simple random forest and data analysis notebook for kaggle titanic challenge