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Charlie Lew's Projects

route-planner icon route-planner

A route planner using the A* algorithm (uses Open Street Map data)

sagemaker-scikit-learn-container icon sagemaker-scikit-learn-container

Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http://scikit-learn.org/stable/)

sciml icon sciml

Scientific Machine Learning Tutorials

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

simple-pid icon simple-pid

A simple and easy to use PID controller in Python

sktime icon sktime

A unified toolbox for machine learning with time series

spark-nlp icon spark-nlp

State of the Art Natural Language Processing

spektral icon spektral

Graph Neural Networks with Keras and Tensorflow 2.

sql-for-data-analysis icon sql-for-data-analysis

✍️ Udacity SQL for Data Analysis Course Solutions and Notes along with Parch and Posey DB

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

teleconsole icon teleconsole

Command line tool to share your UNIX terminal and forward local TCP ports to people you trust.

tensorflow_macos icon tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

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