Awesome List Updates on Feb 25, 2018

9 awesome lists updated today.

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1. Awesome Selfhosted

Software / Communication - XMPP - Servers

• ejabberd - XMPP instant messaging server. (Source Code (⭐5.9k)) GPL-2.0 Erlang/Docker

Software / Learning and Courses

• Moodle - Moodle is a learning and courses platform with one of the largest open source communities worldwide. (Demo, Source Code) GPL-3.0 PHP

2. Awesome Ddd

User Groups / Ruby

• Austria

3. Awesome Vscode

Linters / More

• XO - Linter for XO (⭐7.3k).

4. Awesome Github

Infomation for people who are new to GitHub

• MOOC in Spanish - Introductory course (MOOC) in Spanish from Madrid Polytechnical University

5. Guides

Programming Languages / PHP

• PHP Standard Recommendations

6. Citizen Science

Software / Modeling and Computation

• ALOHA - A piece of software disributed by the EPA that models the threat zone for various types of chemical spill and explosion hazards.

• vegan - R package for statistical work in community ecology.

7. Awesome Tensorflow

Tutorials

• TensorLayer - Modular implementation for TensorFlow's official tutorials. (CN).

Models/Projects

• SRGAN (⭐2.9k) - Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

• Seq2seq-Chatbot (⭐822) - Chatbot in 200 lines of code

• DCGAN (⭐310) - Deep Convolutional Generative Adversarial Networks

• GAN-CLS (⭐574) -Generative Adversarial Text to Image Synthesis

• im2im (⭐71) - Unsupervised Image to Image Translation with Generative Adversarial Networks

• Improved CycleGAN (⭐89) - Unpaired Image to Image Translation

• DAGAN (⭐159) - Fast Compressed Sensing MRI Reconstruction

• Policy Gradient (⭐7.1k) - For Playing Atari Ping Pong

• Deep Q-Network (⭐7.1k) - For Playing Frozen Lake Game

• AC (⭐7.1k) - Actor Critic for Playing Discrete Action space Game (Cartpole)

• A3C (⭐7.1k) - Asynchronous Advantage Actor Critic (A3C) for Continuous Action Space (Bipedal Walker)

• DAGGER (⭐66) - For Playing Gym Torcs (⭐400)

• TRPO (⭐44) - For Continuous and Discrete Action Space by

• U-Net (⭐448) - For Brain Tumor Segmentation

• Spatial Transformer Networks (⭐36) - Learn the Transformation Function

Libraries

• TensorLayer (⭐7.1k) - Deep learning and reinforcement learning library for researchers and engineers

Papers

• TensorLayer: A Versatile Library for Efficient Deep Learning Development - This paper describes a versatile Python library that aims at helping researchers and engineers efficiently develop deep learning systems. (Winner of The Best Open Source Software Award of ACM MM 2017)

Books

• Deep Learning using TensorLayer - by Hao Dong et al. This book covers both deep learning and the implmentation by using TensorFlow and TensorLayer.

8. Awesome Laravel

Tutorials & Blogs / Third-party Service Integration

• Laravel Best Practices (⭐8.7k)

9. Awesome Serverless

Screencasts

• Autoscaling DynamoDB with the Serverless Framework - Walkthrough on how to use DynamoDB autoscaling functionality with the Serverless Framework.

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