Lee Chee Shing's repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
applied-ml
📚 Papers & articles of companies sharing their work on applied data science & machine learning.
artificial-intelligence-for-trading
Content for Udacity's AI in Trading NanoDegree.
auto-sklearn
Automated Machine Learning with scikit-learn
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
CVND_Exercises
Exercise notebooks for CVND.
CVND_Localization_Exercises
Notebooks for learning about object motion and localization methods in the last section of CVND.
DataflowTemplates
Google-provided Cloud Dataflow template pipelines for solving simple in-Cloud data tasks
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
fastai
The fastai deep learning library, plus lessons and tutorials
ggplot2
An implementation of the Grammar of Graphics in R
gym
A toolkit for developing and comparing reinforcement learning algorithms.
julia
The Julia Language: A fresh approach to technical computing.
keras
Deep Learning for humans
machine-learning
Content for Udacity's Machine Learning curriculum
neural-structured-learning
Training neural models with structured signals.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
scikit-image
Image processing in Python
spark
Apache Spark - A unified analytics engine for large-scale data processing
sparklyr
R interface for Apache Spark
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow-1
TensorFlow for R
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
udacity-deep-reinforcement-learning-p1-navigation
Project developed as part of the Udacity Deep Reinforcement Learning Nanodegree Program