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Data Science Ipython Notebooks ⭐ 25,668

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Image Quality Assessment ⭐ 1,937

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

Lambda Packs ⭐ 1,100

Precompiled packages for AWS Lambda

A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.

Repo 2018 ⭐ 166

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Machine Learning Using K8s ⭐ 121

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

Hands On Python Deep Learning For Web ⭐ 65

Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul

Tensorflow Lambda Layer ⭐ 65

Lets you import Tensorflow + Keras from an AWS lambda

Nvidia Docker Keras ⭐ 54

Workflow that shows how to train neural networks on EC2 instances with GPU support and compares training times to CPUs

Securitai Ui ⭐ 30

Img_ai_app_boilerplate ⭐ 22

An image classification app boilerplate to serve your deep learning models asap!

Keras Lambda ⭐ 21

Porting Keras Tensorflow on AWS Lambda for Inference

Model Training And Deployment ⭐ 20

Training and deployment of deep learning models for satellite & aerial imagery

Cartpole ⭐ 15

Run OpenAI Gym on a Server

Aws Summit 2017 Seoul ⭐ 13

Demo codes in our presentation about MXNet in AWS Seoul Summit 2017

Aws Machine Learning Demo ⭐ 12

A simple walkthrough of using AWS Machine Learning

Model_deployment ⭐ 12

A collection of model deployment library and technique.

Serverless Machine Learning ⭐ 12

Examples of deploying scikit, spaCy and Keras (TensorFlow) machine learning models to AWS Lambda with Serverless framework and Python 3.

Aws Ml Experimenter ⭐ 7

Framework for running ML models on Amazon EC2 and analyzing results with Shiny

Dsi_capstone_3 ⭐ 6

Neural Machine Translation: Explaining The Meaning Behind Lyrics (DSI Final Capstone Project)

An end-to-end distributed deep learning tool that mimics the single-machine keras programming model

Visionary ⭐ 5

An open-source AI powered Crowd Surveillance System built on Tensorflow.

Dl Pipeline ⭐ 5

Deploy Deep Learning algorithms with Flask and AWS Lambda

Smarty_pants ⭐ 5

CNN machine learning to classify modern art

Fellowship.ai Stl 10 ⭐ 5

A semi-supervised Deep Learning Model for image recognition. The STL-10 dataset contains 5,000 labelled and 100,000 unlabeled images.

Serverless Deep Learning ⭐ 5

Example from my "Serverless Deep Learning" talk

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