muhyun Goto Github PK

amazon-sagemaker-examples

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

anomaly_detection

autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

autogluon-model-viewer

This is a Jupyter notebook based viewer of AutoGluon training job on SageMaker.

autogluon-tutorial-cvpr2020

Hands-on Tutorial on Automated Deep Learning

autogluon_stack_visualizer

This shows how to visualize the stack ensemble model trained by AutoGluon.

aws-deepracer-tools

AWS DeepRacer Tools - Unofficial

aws-deepracer-workshops

DeepRacer workshop content

background-matting

Background Matting: The World is Your Green Screen

caffe

Caffe: a fast open framework for deep learning.

contextual-bandit

working example of a contextual multi-armed bandit

coursera-deeplearning-specialization

d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

d2l-en2kr

EN2KR on D2L - English-Korean paragraph by paragraph

ddpg-continuous-control

Udacity's Deep Reinforcement Learning Nanodegree Project - Continuous Control using DDPG

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deepercluster

Implements the unsupervised pre-training of convolutional neural networks

deeplearning-on-aws-workshop

Lab materials of Deep Learning on AWS Workshop

deeplearningexamples

Deep Learning Examples

deeplens-workshop

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgl-gtc2019

Materials for DGL Instructor-led training at GTC 2019

dgl_internal_workshop_april2020

distance-assistant

Pedestrian monitor that provides visual feedback to help ensure proper social distancing guidelines are being observed

dqn_banana_navigation

Udacity's Deep Reinforcement Learning Nanodegree Project - Navigation

drl-workshop

Korean translation in progress of https://github.com/aws-samples/aws-deepracer-workshops/tree/master/Workshops/2019-AWSSummits-AWSDeepRacerService/Lab1

explainerdashboard

explainerdashboard is a python package for generating analytical dashboards that explain the inner workings of so-called "blackbox" machine learning models.

facial-keypoint-detection

Facial Keypoint Detection Project of Udacity Computer Vision Nanodegree

fast-autoaug-torch

grover

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/