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Charlie Lew's Projects

moab icon moab

Project Moab, a new open-source balancing robot to help engineers and developers learn how to build real-world autonomous control systems with Project Bonsai.

modeldrift icon modeldrift

Capturing model drift and handling its response - Example webinar

mosec icon mosec

A high-performance serving framework for ML models, offers dynamic batching and multi-stage pipeline to fully exploit your compute machine

msds621 icon msds621

Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

nab icon nab

The Numenta Anomaly Benchmark

nlp_profiler icon nlp_profiler

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

operations-research icon operations-research

Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.

optimization icon optimization

Operations Research and Industrial Engineering Optimization Techniques and Strategies

pandas-videos icon pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pgm icon pgm

Probabilistic graphical models in python

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