skeller88

Shane Keller's starred repositories

the-turing-way

Host repository for The Turing Way: a how to guide for reproducible data science

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boruta_py

Python implementations of the Boruta all-relevant feature selection method.

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model-analysis

Model analysis tools for TensorFlow

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facets

Visualizations for machine learning datasets

Language:Jupyter NotebookApache-2.0734200

DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challenges

Language:Jupyter NotebookMIT166800

dabl

Data Analysis Baseline Library

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Spotify-Song-Recommendation-ML

UC Berkeley team's submission for RecSys Challenge 2018

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open_source_demos

A collection of demos showcasing automated feature engineering and machine learning in diverse use cases

Language:Jupyter NotebookBSD-3-Clause49100

Statistical-Rethinking

An interactive online reading of McElreath's Statistical Rethinking

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UDACITY-self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects

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data_science_for_all

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

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talks

Code snippets to use in talks

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Data-Science--Cheat-Sheet

Cheat Sheets

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

Language:Jupyter NotebookMIT4237300

Cookbook

The Data Engineering Cookbook

Apache-2.01342500

Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

428800

sklearn-benchmarks

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

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cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

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pmlb

PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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cloudml-samples

Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples

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amundsen

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

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nlp-recipes

Natural Language Processing Best Practices & Examples

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models

A collection of pre-trained, state-of-the-art models in the ONNX format

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nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

MIT320400

tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

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techniques

Techniques for deep learning with satellite & aerial imagery

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pangeo

Pangeo website + discussion of general issues related to the project.

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dtreeviz

A python library for decision tree visualization and model interpretation.

Language:Jupyter NotebookMIT290000

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

MIT357600