numpyeigenFast zero-overhead bindings between NumPy and Eigen
Scipy-Bordeaux-2017Course taught at the University of Bordeaux in the academic year 2017 for PhD students.
polytopeGeometric operations on polytopes of any dimension
SciCompforChemistsScientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.
tests-as-linearPython port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
dsp-theoryTheory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
mdctA fast MDCT implementation using SciPy and FFTs
chaospyChaotic attractors (Lorenz, Rossler, Rikitake etc.)
PVMismatchAn explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch.
MPowerTCXShare stationary bike data with Strava, Garmin Connect and Golden Cheetah
skinnerSkin export / import tools for Autodesk Maya
resolutions-2019A list of data mining and machine learning papers that I implemented in 2019.
Jamais-VuAudio Fingerprinting and Recognition in Python using NVidia's CUDA
PyCHAMPyCHAM: CHemistry with Aerosol Microphysics in Python box model for Windows, Linux and Mac
anestheticNested Sampling post-processing and plotting
ml-andrewng-pythonThis is the Python implementation of the programming assignments in Andrew Ng's online machine-learning course.
shifted beta geometric pyAn implementation of the shifted-beta-geometric (sBG) model from Fader and Hardie's "How to Project Customer Retention" (2006)
PageRankA demonstration of the PageRank algorithm, using Eigenvectors to assign significance to HTML pages
econtoolsEconometrics and data manipulation functions.
psopyA SciPy compatible super fast Python implementation for Particle Swarm Optimization.
sdaoptSimulated Dual Annealing for python and benchmarks
jupyter boilerplateAdds a customizable menu item to Jupyter (IPython) notebooks to insert boilerplate snippets of code
CNCC-2019Computational Neuroscience Crash Course (CNCC 2019)
PyCannyEdgeEducational Python implementation of the Canny Edge Detector
skanPython module to analyse skeleton (thin object) images