kanchukaitis

kanchukaitis's Stars

• ageron/handson-ml3

  A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

  Language:Jupyter Notebook7.5k1371043k

• bashtage/linearmodels

  Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

  Language:Python93226175183

• sciunto-org/python-bibtexparser

  Bibtex parser for Python 3

  Language:Python46826247130

• mapado/haversine

  Calculate the distance between 2 points on Earth

  Language:Python328122562

• JosephBARBIERDARNAL/pypalettes

  A large (+2500) collection of color maps for Python

  Language:Python2183188

• lmcinnes/glasbey

  Algorithmically create or extend categorical colour palettes

  Language:Python195357

• dvolgyes/zenodo_get

  Zenodo_get: Downloader for Zenodo records

  Language:Python13041121

• jakevdp/supersmoother

  Efficient pure Python implementation of Friedman's Supersmoother

  Language:Python877719

• SciTools/nc-time-axis

  Provides support for a cftime axis in matplotlib

  Language:Python58123731

• GPlates/gplately

  GPlately is a Python package to interrogate tectonic plate reconstructions.

  Language:Jupyter Notebook56811213

• openclimatedata/ipcc-bibtex

  Commonly used citations that are too hard to find

  Language:TeX3771211

• amignan/Intro2CATriskModelling

  Language:HTML266

• ihesp/IPART

  Image-Process based Atmospheric River Tracking (IPART) algorithms

  Language:Python236158

• jwcarr/bibfish

  Extract entries from a .bib file that are cited in a .tex file

  Language:TeX21175

• jnelson18/pyquantrf

  Here is a [quantile random forest](http://jmlr.org/papers/v7/meinshausen06a.html) implementation that utilizes the [SciKitLearn](https://scikit-learn.org/stable/) RandomForestRegressor. This implementation uses [numba](https://numba.pydata.org) to improve efficiency.

  Language:Python16222

• EJJudd/PhanDA

  Language:C131

• senclimate/XRO

  XRO: Extended nonlinear Recharge Oscillator model

  Language:Jupyter Notebook11101

• GPawi/LANDO

  LANDO: Linked age-depth modeling

  Language:Python7251

• uit-cosmo/fpp-analysis-tools

  Analysis tools for time series

  Language:Jupyter Notebook7392

• christinaheinze/latent-linear-adjustment-autoencoders

  Latent Linear Adjustment autoencoders: A novel method for estimating and simulating dynamic precipitation at high resolution

  Language:Python61

• EarthSystemDiagnostics/hamstr

  An rstan implementation of Bacon-like age-depth modelling but with hierarchically structured multi-resolution depth scales.

  Language:R6702

• nelsondb/PisoAI

  code detailing the processing of input data and training of model used for PisoAI

  Language:R6301

• erikstacey/pywhiten

  A python package for conducting least-squares frequency analyses

  Language:Python42

• nelsbjarke/PET

  This repository contains the scripts used to generate the CMIP derived ensemble of potential and reference evapotranspiration.

  Language:Python4

• duochanatharvard/DCENT

  Language:MATLAB3

• kanchukaitis/geog696f_space_time_methods

  Course repository for GEOG 696F 'Advanced Method and Techniques'

  Language:Jupyter Notebook21013

• ethan-campbell/Python_teaching_paper

  Analysis code used for Campbell and Christensen et al. (2024), "Cracking the code: An evidence-based approach to teaching Python in an undergraduate earth science setting", Journal of Geoscience Education, doi:10.1080/10899995.2024.2384338.

  Language:Jupyter Notebook1200

• gerritzen/supersmoother

  Efficient pure Python implementation of Friedman's Supersmoother

  Language:Python10

• Nbienzobas/TurbIFA

  TurbIFA, Tracking uncertainty of reworking & bioturbation on IFA

  Language:MATLAB1

• pjbartlein/climvis.org

  Global climate visualizations and animations

  Language:JavaScript1100