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Lingjie Kong's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

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

basecamp icon basecamp

So you've landed in a strange finite field. Only thing to do now is setup basecamp.

bitcoin icon bitcoin

Bitcoin Core integration/staging tree

cs221project icon cs221project

Course project for Stanford CS221: Artificial Intelligence: Principles and Techniques (Autumn 2017)

cs229project icon cs229project

Course project for Stanford CS229: Machine Learning (Autumn 2016)

cs231aproject icon cs231aproject

Course Project for Stanford CS231A: Computer Vision, From 3D Reconstruction to Recognition

cs231nproject icon cs231nproject

Course project for Stanford CS231N: Convolutional Neural Networks for Visual Recognition (Spring 2017)

cs234project icon cs234project

Course project for Stanford CS234: Reinforcement Learning (Winter 2018)

cs238project icon cs238project

Course project for Stanford CS238: Decision Making Under Uncertainty (Autumn 2017)

deepracer-env icon deepracer-env

A Python library to interface "RL Lab - DeepRacer" environment.

deepracer-env-config icon deepracer-env-config

A python library to manipulate "RL Lab - DeepRacer" environment configurations over the UDE side-channel.

deepracer-track-geometry icon deepracer-track-geometry

The AWS DeepRacer Track Geometry package provides a simple interface to access "RL Lab - DeepRacer" track information.

deepsim icon deepsim

An open-source reinforcement learning environment build toolkit for ROS and Gazebo.

etils icon etils

Collection of eclectic utils for python.

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

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