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Kyle M. Kabasares's Projects

3dep-lidar-processing icon 3dep-lidar-processing

A collection of open-source tools for processing point cloud data from the United States Geological Survey (USGS) 3D Elevation (3DEP) Program.

alma_dynamicalmodeling icon alma_dynamicalmodeling

A set of programs I have developed for the purpose of ALMA gas-dynamical modeling of circumnuclear disks.

calbridgesummer2020project icon calbridgesummer2020project

Repository for Jupyter notebooks and Python routines used in the Cal-Bridge summer research project I supervised in Summer 2020.

cloud_segmentation_comparative icon cloud_segmentation_comparative

Officiel implementation of the paper BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery

dmls-book icon dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

earth-obs-py icon earth-obs-py

This repo contains interactive code examples from the 2021 book "Earth Observation Using Python."

ecodes-dk-lidar icon ecodes-dk-lidar

Derived ecological variables from Denmark's national LiDAR/ALS data

handson-ml3 icon 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.

ibm_data_sci_capstone icon ibm_data_sci_capstone

Folder containing the jupyter notebooks and Python scripts for the IBM Data Science Capstone Project.

laserfarm icon laserfarm

Laserchicken Framework for Applications in Research in Macro-ecology

nasa_sarp_2016 icon nasa_sarp_2016

A collection of scripts used to create the figures and plots from my NASA internship project from the summer of 2016.

ot_3dep_workflows icon ot_3dep_workflows

Jupyter Notebook-based workflows for programmatically accessing, processing, and visualizing 3D Elevation Program (3DEP) lidar data

physics-139---observational-astronomy-masking-tutorial- icon physics-139---observational-astronomy-masking-tutorial-

The following repository is for Jupyter Notebooks I created as the Graduate Teaching Assistant for UC Irvine's Physics 139: Observational Astronomy Course. These notebooks are meant for educational purposes to instruct students on how to perform certain tasks to analyze astronomical data.

practice-git-skillz icon practice-git-skillz

This repository is an example repository for homework submissions for Earth Analytics courses.

udlbook icon udlbook

Understanding Deep Learning - Simon J.D. Prince

usgs-3dep icon usgs-3dep

A set of programs used to analyze data from the USGS 3DEP program.

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