Awesome List Updates on Dec 19, 2017

6 awesome lists updated today.

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1. Awesome Deep Learning

Table of Contents / Books

• Deep Learning by Yoshua Bengio, Ian Goodfellow and Aaron Courville (05/07/2015)

Table of Contents / Courses

• Designing, Visualizing and Understanding Deep Neural Networks-UC Berkeley

• UVA Deep Learning Course MSc in Artificial Intelligence for the University of Amsterdam.

• MIT 6.S094: Deep Learning for Self-Driving Cars

• MIT 6.S191: Introduction to Deep Learning

• Berkeley CS 294: Deep Reinforcement Learning

• Keras in Motion video course

• Practical Deep Learning For Coders by Jeremy Howard - Fast.ai

• Introduction to Deep Learning by Prof. Bhiksha Raj (2017)

Table of Contents / Tutorials

• Deep Learning with Python

• Grokking Deep Learning

• Deep Learning for Search

• Pytorch Tutorial by Yunjey Choi (⭐25k)

Researchers / Frameworks

• Caffe2 - A New Lightweight, Modular, and Scalable Deep Learning Framework (⭐8.4k)

• deeplearn.js - Hardware-accelerated deep learning and linear algebra (NumPy) library for the web (⭐8.5k)

2. Awesome Stock Resources

Photography / CC0-license

• Gratisography - Free high-resolution pictures you can use on your personal and commercial projects. New pictures added weekly.

Photography / Custom License / Usage

• Death to the Stock Photo - ©️ Free monthly photos for all your creative needs.

• ISO Republic - ©️ ISO Republic provides exclusive free stock photos for creatives.

• Kaboom Pics - ©️ Great place to get breathtaking Free Pictures for business or personal projects.

• Photober - ©️ Free of charge photo downloading site for personal or commercial use.

Photography / Public Domain

• New Old Stock - ©️ Vintage photos from the public archive. of known copyright restrictions.

Photography / Attribution Required licenses

• IM Creator - Also includes Website templates and icons. Some (CC0-licensed) works, check the license before use.

• Superfamous - ©️ Superfamous CC BY 3.0 licensed images by Folkert Gorter.

Vector Graphics / Unspecified License

• Freepik - ©️ Find free vectors, PSD, icons and photos.

Icons / Icon Fonts

• Appa Sariicon ©️ 147 8-bit retro style webfont icons for web and mobile

• Foundation Icon Fonts 3 - ©️ An icon font from Zurb, the people behind the Foundation framework.

• Ionicons - ©️ The premium icon font for Ionic Framework. 100% free and open source.

• Material Design Icons - ©️ Google's Material Icons.

• Octicons - ©️ GitHub's Icons.

• Open Iconic - ©️ (font) ©️ (icons) Icon set with 223 marks in SVG.

• Social Stackicons - ©️ Icon set with over 60 social brands.

• Typicons - ©️ (font) ©️ (icons) Rounded icon set with 336 icons.

HTML Templates / Icons Packages and Collections

• Bootswatch - ©️ Free themes for Bootstrap.

Sounds & Music / Icons Packages and Collections

• Bensound - ©️ Royalty free music by Bensound.

• Freesound - ©️ Collaborative database of audio snippets, samples, recordings and bleeps.

• Internet Archive’s Netlabels Collection - ©️ Netlabels collection hosts complete, freely downloadable/streamable.

• Jamendo - ©️ Independent music community with a large collect of creative commons licensed music.

3. Awesome Regression Testing

Tools and frameworks

• Chimp (⭐797) - Develop acceptance tests & end-to-end tests with realtime feedback.

4. Awesome Machine Learning

Go / Natural Language Processing

• sentences (⭐435) - Golang implementation of Punkt sentence tokenizer.

5. Awesome Free Software

Software / Web Applications

• Lobsters - Link aggregation and discussion with downvote explanations. (BSD 3-clause (⭐3.5k))

Resources / Organizations

• Framasoft - Network dedicated to globally promoting free software, innovative projects, and a world of sharing and cooperation.

6. Awesome Aws

Open Source Repos / Miscellaneous Repos

• simplebeerservice 🔥🔥 (⭐317) - Cloud-connected kegerator that streams live sensor data to AWS.

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