Mia // Huai-Wen Chang's repositories
AKSDeploymentTutorial
Tutorial on how to deploy Deep Learning models on GPU enabled Kubernetes cluster
AutonomousDrivingCookbook
Scenarios, tutorials and demos for Autonomous Driving
awesome-berlin
🇩🇪 A guide aiming to help newcomers to have a successful start in Berlin!
awsome-domain-adaptation
A collection of AWESOME things about domian adaptation
batch-size-predictor
batch size predictor with ml and nn
coremltools
Converter tools for Core ML.
DeepLearning_tutorials
The deeplearning algorithms implemented by tensorflow
DeployDLKubeflowAKS
Deploying CNN using Kubeflow on Azure Kubernetes Service
DW-Nicos-Weg-A1
Translation of DW's telenovela scripts into English and Russian https://www.youtube.com/playlist?list=PLs7zUO7VPyJ5DV1iBRgSw2uDl832n0bLg
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.
horovod
Distributed training framework for TensorFlow, Keras, and PyTorch.
keras-yolo2
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
kubeflow
Machine Learning Toolkit for Kubernetes
LearnAI-Bootcamp
LearnAI Boot Camp Training Materials
learnopencv
Learn OpenCV : C++ and Python Examples
line-bot-sdk-python
SDK of the LINE Messaging API for Python.
MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch and CoreML.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
python-patterns
A collection of design patterns/idioms in Python
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
sentiment-analysis
simple sentiment analysis for german and english comment
spacy-flask-env
Use Spacy and flask with dockerized env
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
TGmeetup
A collection set of technical groups' information (meetup). Feel free to contribute in Hacktoberfest!
TWcommunities
整理與蒐集台灣社群活動投影片
whatsapp-demo
Python whatsapp chatbot with azure computer vision API