Pinned Repositories
Bikes
Using 5 years of real rental bike data (for Bordeaux) to predict trends of usage with a neural network. Built in Matlab.
BNP
Overcomes the clickable digit buttons that some online banking webpages require you to use to type in your password. Specifically configured for BNPParibas
Cars
An attempt at the Stanford Cars dataset (https://ai.stanford.edu/~jkrause/cars/car_dataset.html). Largely taken from foamliu's code (https://github.com/foamliu/Car-Recognition) modified to require less pre-processing, less memory, and be more user friendly.
CCA175_Practice
These are similar questions to those that appear on the CCA175 exam (2019 version). They are intended to be run on databricks (which includes built-in practise tables). One siply needs to load them, attach them to a cluster, and then they're good to go. Good luck!
Covid-19
An attempt at predicting when covid cases will stabilize for a given country
FlashCards
Flash card scripts I've written to study various languages. The Hindi flash cards are the most developped in terms of functionality.
Galaxies
This scans a fits file image to find the center of a galaxy and then attempts to fit a 2D sersic profile
GAN_Databricks
The pix-2-pix GAN architecture reworked so as to function on databricks as a number of notebooks. Requires a GPU cluster to run.
PowerSpectra
A program to take the 3D power spectra at various redshift across cosmological lightcones. Built in Fortran90, and includes required MKL libraries.
pyBrain
A fun toy brain to explore how random input can create predictable pathways. See accompanying video:
EvanEames's Repositories
EvanEames/Cars
An attempt at the Stanford Cars dataset (https://ai.stanford.edu/~jkrause/cars/car_dataset.html). Largely taken from foamliu's code (https://github.com/foamliu/Car-Recognition) modified to require less pre-processing, less memory, and be more user friendly.
EvanEames/GAN_Databricks
The pix-2-pix GAN architecture reworked so as to function on databricks as a number of notebooks. Requires a GPU cluster to run.
EvanEames/pyBrain
A fun toy brain to explore how random input can create predictable pathways. See accompanying video:
EvanEames/Bikes
Using 5 years of real rental bike data (for Bordeaux) to predict trends of usage with a neural network. Built in Matlab.
EvanEames/BNP
Overcomes the clickable digit buttons that some online banking webpages require you to use to type in your password. Specifically configured for BNPParibas
EvanEames/CCA175_Practice
These are similar questions to those that appear on the CCA175 exam (2019 version). They are intended to be run on databricks (which includes built-in practise tables). One siply needs to load them, attach them to a cluster, and then they're good to go. Good luck!
EvanEames/Covid-19
An attempt at predicting when covid cases will stabilize for a given country
EvanEames/FlashCards
Flash card scripts I've written to study various languages. The Hindi flash cards are the most developped in terms of functionality.
EvanEames/Galaxies
This scans a fits file image to find the center of a galaxy and then attempts to fit a 2D sersic profile
EvanEames/PowerSpectra
A program to take the 3D power spectra at various redshift across cosmological lightcones. Built in Fortran90, and includes required MKL libraries.
EvanEames/h5_ReadWrite
Creating h5 files from a directory of images, and reading them. Mainly for ML. Modified and reworked from here: https://www.kaggle.com/crawford/resize-and-save-images-as-hdf5-256x256 (although my h5 images have a slightly different format). h5write is the more important one (that's the one showing how to create h5 images from a directory of images). This is tested on the standford cars dataset: https://ai.stanford.edu/~jkrause/cars/car_dataset.html
EvanEames/LeapFrog
An n-body simulation created to test OMP and MPI parallelisation. Built in Fortran90.
EvanEames/RunClones
A C routine to initiate and run multiple 'clones' of 21cmFAST, with MPI parallelization (includes the accompanying slurm file)
EvanEames/SkillMatrix
Skills
EvanEames/SubtitleShift
A quick python script to adjust subtitle files (.srt) if they are out of synch with the audio of a video file.