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GitHub / WillKoehrsen 16 repositories

Senior Machine Learning Engineer at Cortex Sustainability Intelligence

WillKoehrsen/gridstatus Fork of kmax12/gridstatus

Extract data from ISOs and other energy grid sources

Language: Python - Size: 9.98 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

WillKoehrsen/wikipedia-data-science

Working with and analyzing Wikipedia Data

Language: Jupyter Notebook - Size: 484 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 685 - Forks: 287

WillKoehrsen/Data-Analysis

Data Science Using Python

Language: Jupyter Notebook - Size: 360 MB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 5,052 - Forks: 3,623

WillKoehrsen/machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

Language: Jupyter Notebook - Size: 21.7 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 1,069 - Forks: 550

WillKoehrsen/feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

Language: Jupyter Notebook - Size: 4.94 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 2,196 - Forks: 775

WillKoehrsen/Bokeh-Python-Visualization

A Bokeh project developed for learning and teaching Bokeh interactive plotting!

Language: Jupyter Notebook - Size: 60.6 MB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 361 - Forks: 295

WillKoehrsen/mastering-large-datasets

Work for Mastering Large Datasets with Python

Language: Python - Size: 884 KB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 18 - Forks: 2

WillKoehrsen/automated-feature-engineering

Automated feature engineering in Python with Featuretools

Language: Jupyter Notebook - Size: 482 KB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 518 - Forks: 297

WillKoehrsen/slack-keep-presence

Language: Ruby - Size: 12.7 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

WillKoehrsen/gridstatusio Fork of gridstatus/gridstatusio

Python client for accessing the GridStatus.io Hosted API.

Size: 724 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

WillKoehrsen/ai-projects

Artificial Intelligence projects, documentation and code.

Language: Jupyter Notebook - Size: 7.27 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 337 - Forks: 259

WillKoehrsen/recurrent-neural-networks

Learning about and doing projects with recurrent neural networks

Language: Jupyter Notebook - Size: 539 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 391 - Forks: 283

WillKoehrsen/Machine-Learning-Projects

Machine Learning Experiments and Work

Language: Jupyter Notebook - Size: 72.8 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 566 - Forks: 485

WillKoehrsen/hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

Language: Jupyter Notebook - Size: 24 MB - Last synced: 8 months ago - Pushed: about 1 year ago - Stars: 583 - Forks: 355

WillKoehrsen/probabilistic-programming

Experimenting with and teaching probabilistic programming

Language: Jupyter Notebook - Size: 8.06 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 103 - Forks: 96

WillKoehrsen/pytorch_challenge Fork of udacity/pytorch_challenge

Language: Jupyter Notebook - Size: 15.7 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 110 - Forks: 67

WillKoehrsen/discovering-disease-outbreaks-base

Starter repository for Manning PBC: Discovering and Tracking Disease Outbreaks with Data Science and Python

Size: 12.7 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 17 - Forks: 52

WillKoehrsen/willkoehrsen.github.io Fork of barryclark/jekyll-now

Personal website with projects, articles, and about

Language: HTML - Size: 16.9 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 11 - Forks: 10

WillKoehrsen/rustlings

Fork of https://github.com/rust-lang/rustlings/

Language: Rust - Size: 318 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

WillKoehrsen/hello-rust

https://www.rust-lang.org/learn/get-started

Language: Rust - Size: 4.88 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

WillKoehrsen/Hands-On-Machine-Learning

Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.

Language: Jupyter Notebook - Size: 8.32 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 77 - Forks: 106

WillKoehrsen/classic_computer_science

Classic Computer Science Problems with Python

Language: Jupyter Notebook - Size: 238 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 23 - Forks: 8

WillKoehrsen/data-science-for-good

Data Science for Good Projects

Language: Jupyter Notebook - Size: 35.3 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 48 - Forks: 30

WillKoehrsen/judoscale-ruby Fork of judoscale/judoscale-ruby

Official Ruby gems for the Judoscale Heroku add-on

Size: 800 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

WillKoehrsen/recipes Fork of LarryMad/recipes

Language: Shell - Size: 17.6 KB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 3 - Forks: 0

WillKoehrsen/autoencoders

Learning about and practicing with autoencoders.

Language: Jupyter Notebook - Size: 245 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 7 - Forks: 4

WillKoehrsen/kaggle-automated-feature-engineering

Applying automated feature engineering to the Kaggle Home Credit Default Risk Competition

Language: Jupyter Notebook - Size: 1.75 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 18 - Forks: 7

WillKoehrsen/neural-networks

Projects related to deep learning

Language: Jupyter Notebook - Size: 6.42 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 10 - Forks: 3

WillKoehrsen/deep-learning-v2-pytorch

Language: Jupyter Notebook - Size: 129 MB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 13 - Forks: 10

WillKoehrsen/pandas Fork of pandas-dev/pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Language: Python - Size: 156 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 3

WillKoehrsen/geospatial-public-policy-analysis-with-geopandas Fork of chekos/geospatial-public-policy-analysis-with-geopandas

PyCon 2020 tutorial "GeoSpatial Public Policy Analysis with GeoPandas"

Size: 78.5 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 2

WillKoehrsen/jupyter-notebook-extensions

Developing new jupyter notebook extensions

Language: JavaScript - Size: 7.81 KB - Last synced: 9 days ago - Pushed: over 5 years ago - Stars: 33 - Forks: 17

WillKoehrsen/prediction-documentation

Work related to predicting building energy consumption

Language: Jupyter Notebook - Size: 175 KB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 14 - Forks: 7

WillKoehrsen/slackchannel2pdf Fork of ErikKalkoken/slackchannel2pdf

Export the text contents of any Slack channel to a PDF file. https://pypi.org/project/slackchannel2pdf/

Size: 1.64 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

WillKoehrsen/Coursera-Machine-Learning-Specialization

Home for all Coursera Machine Learning Resources and Projects

Language: Jupyter Notebook - Size: 210 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 9 - Forks: 10

WillKoehrsen/Udacity-Data-Analyst-Nanodegree

All Code and resources for the Udacity Data Analyst Nanodegree

Language: HTML - Size: 180 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 36 - Forks: 29

WillKoehrsen/clearance Fork of thoughtbot/clearance

Rails authentication with email & password.

Size: 6.33 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0

WillKoehrsen/dbt-tutorial

Size: 1.95 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

WillKoehrsen/podcasts

Retrieving and Managing Podcasts

Language: Python - Size: 89.8 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 3

WillKoehrsen/dockerfile-wizard Fork of CircleCI-Archived/dockerfile-wizard

Use CircleCI to build custom Docker images with combinations of common languages/dependencies

Language: Perl - Size: 574 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

WillKoehrsen/drive-interaction

Interact with Google Drive from command line and Python

Language: Python - Size: 9.77 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

WillKoehrsen/driven-data-cloud-cover

https://www.drivendata.org/competitions/83/cloud-cover/

Language: Jupyter Notebook - Size: 2.25 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

WillKoehrsen/medium-to-markdown Fork of dtesler/medium-to-markdown

Converts Medium posts to markdown.

Language: JavaScript - Size: 2.71 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 3 - Forks: 3

WillKoehrsen/wikirec Fork of andrewtavis/wikirec

NLP recommendation engine based on Wikipedia data

Size: 72.1 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 5 - Forks: 3

WillKoehrsen/handson-ml Fork of ageron/handson-ml

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

Language: Jupyter Notebook - Size: 60.4 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 7 - Forks: 6

WillKoehrsen/eecs-531

Materials and projects for EECS 531: Computer Vision

Language: Jupyter Notebook - Size: 155 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 4 - Forks: 3

WillKoehrsen/eecs-391

For projects and resources related to EECS 391 at CWRU Fall 2017.

Language: HTML - Size: 78.4 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 2 - Forks: 3

WillKoehrsen/numer-ai

Work for taking on the numer.ai machine learning competition

Language: Jupyter Notebook - Size: 34.2 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 7 - Forks: 3

WillKoehrsen/python-visualization

Exploring Python visualization options

Language: Jupyter Notebook - Size: 234 KB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 6 - Forks: 4

WillKoehrsen/kaggle-credit-data-science-competition

Collection of Work Completed for the Kaggle Home Credit Default Risk machine learning competition in 2018

Language: Jupyter Notebook - Size: 1.49 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 6 - Forks: 6

WillKoehrsen/dimension-reduction-experiment

Experimenting with various methods for dimenion reduction

Language: Python - Size: 32.1 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 2

WillKoehrsen/deep-reinforcement-learning-course

Following along with the course at https://simoninithomas.github.io/Deep_reinforcement_learning_Course/#syllabus

Language: Jupyter Notebook - Size: 103 KB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 9 - Forks: 5

WillKoehrsen/tsfresh Fork of blue-yonder/tsfresh

Automatic extraction of relevant features from time series:

Language: Jupyter Notebook - Size: 6.26 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 3

WillKoehrsen/airbus

Work related to the Airbus Ship Detection Challenge https://www.kaggle.com/c/airbus-ship-detection

Language: Jupyter Notebook - Size: 1.76 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 12 - Forks: 6

WillKoehrsen/Portfolio

Projects, reports, and design work completed on the job, with engineering teams, and for coursework.

Language: Jupyter Notebook - Size: 77 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 7 - Forks: 6

WillKoehrsen/taxi-fare

Work related to the Kaggle Taxi Fare prediction challenge

Language: Jupyter Notebook - Size: 26.9 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 26 - Forks: 14

WillKoehrsen/default-willkoehrsen.github.io

Language: CSS - Size: 1.14 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

WillKoehrsen/astro-class

Taking on the astronomical classification challenge https://www.kaggle.com/c/PLAsTiCC-2018

Language: Jupyter Notebook - Size: 21.5 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 5 - Forks: 0

WillKoehrsen/improved_blog Fork of sylhare/Type-on-Strap

🎨 Simplistic, responsive jekyll based open source theme

Language: HTML - Size: 44 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

WillKoehrsen/deep_learning_cookbook Fork of DOsinga/deep_learning_cookbook

Deep Learning Cookbox

Language: Jupyter Notebook - Size: 77.3 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 9 - Forks: 18

WillKoehrsen/courses-automated-feature-engineering

Language: Shell - Size: 4.88 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 5 - Forks: 0

WillKoehrsen/fastai-numerical-linear-algebra

Language: Jupyter Notebook - Size: 66.7 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 10 - Forks: 1

WillKoehrsen/quora-classification

Work related to the Quora question classification challenge

Language: Jupyter Notebook - Size: 256 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 8 - Forks: 5

WillKoehrsen/wiley-dash-boilerplate2 Fork of WileyIntelligentSolutions/wiley-dash-boilerplate2

This is the new Boilerplate Dash App from Wiley Intelligent Solutions supporting Celery, DataTable and results download from S3

Language: Python - Size: 327 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

WillKoehrsen/reality-project

Becoming less wrong about the world through data

Size: 13.2 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 8 - Forks: 0

WillKoehrsen/weighter

Development of the weight tracker application

Language: Jupyter Notebook - Size: 125 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 4 - Forks: 4

WillKoehrsen/rinse-over-run

DataDriven "rinse over run" competition work

Language: Jupyter Notebook - Size: 31.7 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

WillKoehrsen/eecs-491

Materials and projects for EECS 491 AI: Probablistic Graphical Models

Language: Jupyter Notebook - Size: 200 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 6 - Forks: 7

WillKoehrsen/data-structures-and-algorithms-coursera

Materials and assignments for Coursera Course: data structures and algorithms

Language: Python - Size: 4.71 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 14 - Forks: 9

WillKoehrsen/pre-commit Fork of pre-commit/pre-commit

A framework for managing and maintaining multi-language pre-commit hooks.

Size: 1.84 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 2 - Forks: 1

WillKoehrsen/project-spotify-enlight

Following tutorial: https://enlight.nyc/projects/build-a-spotify-widget

Language: JavaScript - Size: 58.6 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 5 - Forks: 0

WillKoehrsen/material-ui-x Fork of mui/mui-x

The Material-UI eXtension with advanced components for a richer eXperience.

Size: 59.8 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

WillKoehrsen/nyserda-proptech-challenge

Work for the NYSERDA Proptech Data Challenge

Language: Python - Size: 2.09 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

WillKoehrsen/react-hooks-introduction Fork of the-road-to-learn-react/react-hooks-introduction

Introduction to React Hooks for function components (released in React 16.7.)

Language: JavaScript - Size: 520 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

WillKoehrsen/newsbin Fork of c0debrain/newsbin

Language: Python - Size: 24 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 0

WillKoehrsen/Assorted-Python-Learning-

Code I have written for tutorials in order to learn Python.

Language: Python - Size: 4.44 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 7 - Forks: 12

WillKoehrsen/Sun-Sensor

NEA Scout sun sensor testing work.

Language: Matlab - Size: 23.4 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 2 - Forks: 2

WillKoehrsen/reflections

Udacity Version Control and Git Reflection Questions

Size: 13.7 KB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 2 - Forks: 0

WillKoehrsen/ud120-projects

Machine Learning Problem Sets for Udacity Data Analyst Nanodegree

Language: Jupyter Notebook - Size: 24.8 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 3 - Forks: 4

WillKoehrsen/Kaggle

Size: 0 Bytes - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 2 - Forks: 0

WillKoehrsen/Udacity-Machine-Learning-Nanodegree

Language: Jupyter Notebook - Size: 16.4 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 5 - Forks: 4

WillKoehrsen/models Fork of tensorflow/models

Models built with TensorFlow

Language: Python - Size: 153 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 4

WillKoehrsen/Udacity-Deep-Learning-Google

Udacity Deep Learning Course created by Google

Size: 0 Bytes - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 3 - Forks: 1

WillKoehrsen/scikit-learn Fork of scikit-learn/scikit-learn

scikit-learn: machine learning in Python

Language: Python - Size: 79.5 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 1

WillKoehrsen/deep_learning_with_python

Work and Datasets Related to the book Deep Learning with Python

Size: 0 Bytes - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 4 - Forks: 0

WillKoehrsen/HackCWRU-Website Fork of HackCWRU/HackCWRU-Website

Language: JavaScript - Size: 1.03 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 2 - Forks: 1

WillKoehrsen/Coursera-Deep-Learning-Specialization

All Resources and Projects for the Coursera Deep Learning Specialization

Size: 0 Bytes - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 1

WillKoehrsen/HASS-data-science Fork of robmarkcole/HASS-data-science

Data science with Home-assistant

Language: Jupyter Notebook - Size: 10.1 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 3 - Forks: 5

WillKoehrsen/Python-Deep-Learning-Cookbook Fork of PacktPublishing/Python-Deep-Learning-Cookbook

Python Deep Learning Cookbook, published by Packt

Language: Jupyter Notebook - Size: 5.55 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 5 - Forks: 6

WillKoehrsen/power-laws

Work for the data driven Power Laws Competition

Language: Jupyter Notebook - Size: 67.5 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 4 - Forks: 2

WillKoehrsen/z-emissions-explorer

Language: Jupyter Notebook - Size: 87.4 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 3 - Forks: 4

WillKoehrsen/emissions-explorer

Data Visualization Application created for Hack CWRU V

Language: Jupyter Notebook - Size: 78.8 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 17 - Forks: 9