Repository Index

[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..

• templates
• opensource
• naas
• notebooks-templates

TranslatedCAPTCHA recognition

• captcha-breaking
• keras-tutorials
• deep-learning
• keras

TensorFlow Tutorials

• tensorflow-tutorials
• convolutional-neural-networks
• recurrent-neural-networks

Awesome Music Projects

• list
• awesome
• awesome-list
• music-notation

A list of C# Source Generators (not necessarily awesome) and associated resources: articles, talks, demos.

• csharp-sourcegenerator
• csharp
• list
• awesome-list

Implementing a Neural Network from Scratch

My own notes (drafts mostly) about software quality

• ebooks
• quality-assurance
• software-testing
• courses

⏱️ Notes and resources related to v8 and thus Node.js performance

Handout for the tutorial "Creating publication-quality figures with matplotlib"

APTnotes data

• apt
• malware
• analysis

News Stand app makes the ActionBar not boring!

Lists of .NET Deobfuscator and Unpacker (Open Source)

• dotnet
• reverse-engineering
• deobfuscator
• unpacker

A curated list of awesome WebAudio packages and resources.

• webaudio
• awesome
• list
• awesome-list

🕸 Yet Another .NET Clean Architecture, but for Microservices project. It uses Minimal Clean Architecture with DDD-lite, CQRS-lite, and just enough Cloud-native patterns apply on the simple eCommerce sample and run on Tye with Dapr extension 🍻

• ddd
• ddd-architecture
• ddd-patterns
• clean-architecture

Instructional notebooks on music information retrieval.

• ipython-notebook
• music-information-retrieval
• python
• machine-learning

Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation.

• mathematics
• understanding
• links

CatBoost tutorials repository

• catboost
• tutorials
• ipython-notebook
• ipython

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

• seq2seq
• tensorflow
• tensorflow-tutorials
• python

:keyboard: A curated list of awesome tools, demos and resources to go beyond LaTeX

• awesome
• markdown
• restructuredtext
• jupyter-notebook

Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.

🔧 A curated list of awesome dataset tools

• datasets
• awsome
• awsome-list
• machine-learning

Introduction to Statistics using Python

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano