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Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
Materials for a 3-day instructor led course on applying machine learning
Build a Docker container to build, train and deploy fast.ai based Deep Learning models with Amazon SageMaker
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
Amazon SageMaker Script Mode examples
Amazon SageMaker workshop lab guides and materials
AWS Glue code samples
Content consists of Jupyter Notebook tutorials walking through deep learning Frameworks (MXNet, Gluon) to Platforms (SageMaker, DeepLens) for common CV use-cases
Tutorial covering training+deploying MXNet on AWS Sagemaker or AWS EC2 + Lambda/Batch
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Topic modeling for Chinese news articles using Chinese NLP techniques
The 3rd edition of course.fast.ai
Deep Learning Models optimized for AWS
A MXNet implementation of Baidu's DeepSpeech architecture
Small Docker image with Python Machine Learning tools (~180MB) https://hub.docker.com/r/frolvlad/alpine-python-machinelearning/
A Dynamic Topic Model lab on Chinese corpus of People's Daily
The fastai deep learning library, plus lessons and tutorials
Gluon CV Toolkit
Distributed training framework for TensorFlow, Keras, and PyTorch.
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
2nd place solution for Avazu click-through rate prediction competition
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
Slides from MXNet tutorials
An interactive book on deep learning. Much easy, so MXNet. Wow.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Tensors and Dynamic neural networks in Python with strong GPU acceleration
This support code is used for making the MXNet framework run on Amazon SageMaker.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.