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fmiller2299's Projects

arcgis-python-api

Documentation and samples for ArcGIS API for Python

azure-sql-database-samples

Azure SQL Database Samples and Reference Implementation Repository

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

The main focus of this project is to visualize the spreading of the virus country-wise as well as globally, and to perform Linear regression, Support vector machine, Multilayer perceptron, Ensemble methods, etc., on the COVID-19 data to anticipate the future effects of the pandemic. Moreover, we are going to study the impact of some parameters such as geographic conditions, economic statistics, population statistics, life expectancy, etc., in prediction of COVID-19 spread.

covid-20

Novel Coronavirus 2019 time series data on cases

falldetection

This repository is a collection of deep learning models created to detect potentially life threatening falls in videos. Models are written in python and utilize tensorflow, pandas and numpy. The most successful model uses the popular 'OpenPose' library to perform feature extraction of humans in videos, and then uses a CNN/LSTM framework to predict

gdal_utils

Random GDAL and OGR scripts to do useful stuff

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

geotorch

GeoTorch: A Spatiotemporal Deep Learning Framework

god-level-data-science-ml-full-stack

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

gradle-recipes

Ready-to-use recipes for common build customizations that showcase the Android Gradle plugin's public APIs and DSL.

kodluyoruz-frontend-101-egitimi

Kodluyoruz için Hazırladığım Video Eğitim Seti Repo'sudur. YouTube Kanalım: https://www.youtube.com/hakanyalcinkaya

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

ml_objectdetection_cafo

Repository containing model development, training, and execution for the CAFO satellite imagery detection process.

projects

Course assignments at Kristiania University College

python-for-geospatial-analysis

A crash course into using Python for geospatial analysis.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorchsegmentation

Segmentation of medical files

qgis-plugin-deepness

Plugin for neural network inference in QGIS: segmentation, regression and detection

raster4ml

A geospatial raster processing library for machine learning

satellite-image-deep-learning

Deep learning with satellite & aerial imagery

sklearn_tutorial

Materials for my scikit-learn tutorial

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

tutorials

PyTorch tutorials.

weka

This is a clone of an SVN repository at https://svn.cms.waikato.ac.nz/svn/weka/. It had been cloned by http://svn2github.com/ , but the service was since closed. Please read a closing note on my blog post: http://piotr.gabryjeluk.pl/blog:closing-svn2github . If you want to continue synchronizing this repo, look at https://github.com/gabrys/svn2github

whirlwindtourofpython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

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