Resources

Visual Analytics

• InfoVis:Wiki: The InfoVis:Wiki project is intended to provide a community platform and forum integrating recent developments and news on all areas and aspects of Information Visualization.
• MultiVis.net: Visualization and Visual Analysis of Multifaceted Scientific Data.
• TreeVis.net: A Visual Bibliography of Tree Visualization.

Deep Learning

• Caffe: a fast open framework for deep learning.
• TensorFlow: an Open Source Software Library for Machine Intelligence.

Reinforcement Learning

• OpenAI Gym: A toolkit for developing and comparing reinforcement learning algorithms. It supports teaching agents everything from walking to playing games like Pong or Go.
• DeepMind Atari Deep Q Learner: Code for the Human-Level Control through Deep Reinforcement Learning paper with some experiments.

Geometry Processing

• The Computational Geometry Algorithms Library - CGAL.
• Poisson Surface Reconstruction - GitHub repo.

Similarity Search

• FAISS: Facebook’s ANN library.
• FLANN: Fast Approximate Nearest Neighbors.
• NanoFlann: C++ header-only library for building KD-Trees, mostly optimized for 2D or 3D point clouds.
• Introduction on Similarity Search using Locality Sensitive Hashing.

Data Structures

• RoaringBitmaps: compressed bitsets.

C++

• Herb Sutter blog.
• Guru of the Week.

Software Engineering

• Catch: a modern, C++-native, header-only, framework for unit-tests, TDD and BDD .