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a project to visualize global weather conditions
A new markup-based typesetting system that is powerful and easy to learn.
cowplot: Streamlined Plot Theme and Plot Annotations for ggplot2
Numerical Tours of Signal Processing
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
A statistical-parametric model for assessing wind hazard from tropical cyclones
Python programs, usually short, of considerable difficulty, to perfect particular skills.
A back-end agnostic spatial data frame inspired by rust trait implementations
Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.
Fast and consistent inference in compartmental models of epidemics using Poisson Approximate Likelihoods
Automatically visualize your pandas dataframe via a single print! π π‘
Clean APIs for data cleaning. Python implementation of R package Janitor
PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
Code for Statistical Finite Elements via Langevin Dynamics (https://doi.org/10.1137/21M1463094).
My emacs configuration documented in literate programming style
Aircraft shapes for use with the TikZ LaTeX package.
Python API for British Geological Survey magnetic field calculator
π«π· Oh my tmux! My self-contained, pretty & versatile tmux configuration made with β€οΈ
Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
π§βπ« 60+ Implementations/tutorials of deep learning papers with side-by-side notes π; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gaβ¦
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.