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Lee Chee Shing's Projects

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

applied-ml icon applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

dataflowtemplates icon dataflowtemplates

Google-provided Cloud Dataflow template pipelines for solving simple in-Cloud data tasks

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

ggplot2 icon ggplot2

An implementation of the Grammar of Graphics in R

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

julia icon julia

The Julia Language: A fresh approach to technical computing.

learnr icon learnr

exploratory, inferential and predictive data analysis

projects icon projects

ML, Deep Learning, Computer Vision Projects

pymlslides icon pymlslides

Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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