Chang Liu (cliu3)

cliu3

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Company:@axiom-data-science

Home Page:http://changliu.co

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Chang Liu's starred repositories

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

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K-Nearest-Neighbors-with-Dynamic-Time-Warping

Python implementation of KNN and DTW classification algorithm

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sta-663-2015

Course materials for STA663

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gpustats

Library for GPU-related statistical functions

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gscholar-citations-crawler

Crawl all your citations from Google Scholar

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matlab-cs2cs

cs2cs wrapper-function for GNU Octave or Mathworks Matlab

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bsam

Bayesian State-space models for Animal Movement

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Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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code-samples

Source code examples from the Parallel Forall Blog

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argosTrack

R package for fitting animal movement models to Argos (or other types of location) data

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moveHMM

R package - Animal movement modelling using hidden Markov models

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kalmanfilter

PFRP and LPRC geolocation packages for archival tagged marine animals

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bst

BibTeX style files for ecology journals

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fvcom-toolbox

A collection of Matlab post- and pre-processing tools for the Finite Volume Community Ocean Model (FVCOM)

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