Awesome List Updates on Oct 10, 2017
10 awesome lists updated today.
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1. Awesome Machine Learning
Python / General-Purpose Machine Learning
- Edward - A library for probabilistic modelling, inference, and criticism. Built on top of TensorFlow.
2. Awesome Artificial Intelligence
Courses
- Deep Learning - Goodfellow, Bengio and Courville's introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction - Hastie and Tibshirani cover a broad range of topics, from supervised learning (prediction) to unsupervised learning including neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book.
3. Awesome Hacking
Other Useful Repositories
Repository: Adversarial Machine Learning (⭐1.8k)
Description: Curated list of awesome adversarial machine learning resources
Repository: AI Security (⭐1.3k)
Description: Curated list of AI security resources
Repository: Web Security (⭐11k)
Description: Curated list of Web Security materials and resources
4. Awesome Security
Web / Development
- Understanding API Security - Free eBook sampler that gives some context for how API security works in the real world by showing how APIs are put together and how the OAuth protocol can be used to protect them.
5. Awesome Audio Visualization
Libraries Visualization
- Vuo — A realtime visual programming language for interactive media.
6. Awesome Dotnet Core
Frameworks, Libraries and Tools / Serialization
- Schema.NET (⭐637) - Schema.org objects turned into strongly typed C# POCO classes for use in .NET. All classes can be serialized into JSON/JSON-LD and XML, typically used to represent structured data in the head section of html page.
7. Awesome Python Scientific Audio
Audio Related Packages / Transformations - General DSP
- PyWavelets 🐙 (⭐1.7k) 📦 - Discrete Wavelet Transform in Python.
8. Awesome4girls
Other Initiatives / Content
-
Google's global program providing visibility, community, & resources for women in technology. Provides resources to women starting their career and women with an established career in tech to further their success.
9. Awesome Typescript
Books
- 📚 Angular 2 Development with TypeScript (2016) by Yakov Fain and Anton Moiseev; Manning
10. Awesome Aws
Open Source Repos / Elastic Beanstalk
- eb-py-flask-signup 🔥🔥 (⭐271) - Python signup form app with Flask and Bootstrap.
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- Next: Oct 09, 2017