kenhehuang's repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
amazon-sagemaker-workshop
Amazon SageMaker workshop lab guides and materials
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
cloudml-samples
Samples for Google Cloud Machine Learning Engine
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
data-science-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
deep-photo-styletransfer
Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
ml-functions-helpdesk
Use Google AI and Cloud Functions to serverlessly enrich structured data coming from ticket submission
ml-on-gcp
Machine Learning on Google Cloud Platform
pix2pix-tensorflow
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
reference
Reference implementations of MLPerf benchmarks
show-attend-and-tell
TensorFlow Implementation of "Show, Attend and Tell"
Tensorflow-101
TensorFlow Tutorials
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
tensorflow-recommendation-wals
An end-to-end solution for website article recommendations based on Google Analytics data. The model is based on matrix-factorization using the WALS algorithm, in TensorFlow, trained on Cloud ML Engine. Recommendations are served using App Engine Flex with Cloud Endpoints. Orchestration of model training and updating is performed using Airflow, running on Cloud Composer or GKE.
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
tensorflow_fasttext
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
text-to-image
Generative Adversarial Text to Image Synthesis / Please Star -->
tf-estimator-tutorials
This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
visual-search
Visual search implementation resources, including an explanatory Jupyter notebook and Amazon SageMaker and AWS DeepLens code.
write-rnn-tensorflow
Generative Handwriting using LSTM Mixture Density Network with TensorFlow