awesome-learning

An example of augment physics-based models (APBM) can be found

From Microsoft.

An example of augment physics-based models (APBM) can be found

A list of resources for deep learning (Updating).

A list of resources for machine learning (Updating).

The hundred-page machine learning book with code.

An open-source C++ library for modeling and solving large, complicated optimization problems. There are binding tools for Python to use Ceres. It is

A free Python software package for convex optimization.

A Python-embedded modeling language for convex optimization problems. It allows you to express your problem in a natural way that follows the math, rather than in the restrictive standard form required by solvers.

A useful tool book for deep learning and implementation. There is a tutorial course with video for this book.

A C++ tool for matrix operation.

learnpython.py

learnpython.py

A general-purpose Structure-from-Motion (SfM) and Multi-View Stereo (MVS) pipeline with a graphical and command-line interface, which is very useful for SLAM.

A tool for evaluating and comparing the trajectory output of odometry and SLAM algorithms.

A GPU-accelerated, open-source simulation framework designed to unify and simplify robotics research workflows, such as reinforcement learning, imitation learning, and motion planning. It includes a diverse collection of robots, from manipulators, quadrupeds, to humanoids, with more than 16 commonly available models.

A simulator for mobile robots.

An online tool that computes vector and matrix derivatives (matrix calculus).

Code !!

Documentation your projects.