TranslatedList of personally collected books PDF download Baidu Cloud e-book download
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This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
TranslatedGraduate student mathematical modeling, undergraduate mathematical modeling, outstanding papers from mathematical modeling competitions, mathematical modeling algorithms, LaTeX paper templates, algorithm mind maps, reference books, Matlab software tutorials, PPT
- mathematics
- math
- algorithm
- matlab
The A32NX & A380X Project are community driven open source projects to create free Airbus aircraft in Microsoft Flight Simulator that are as close to reality as possible.
- javascript
- a320
- rust
- reactjs
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
A Modular and Multi-Modal Mapping Framework
- mapping
- slam
- not-matlab
R-CNN: Regions with Convolutional Neural Network Features
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
- optimization
- nonlinear
- derivatives
- code-generation
This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX.
- matlab
- tikz
- pgfplots
- octave
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
MatConvNet: CNNs for MATLAB
Structured Edge Detection Toolbox
Chebfun: numerical computing with functions.
Nonconvex embedded optimization: code generation for fast real-time optimization + ROS support
- embedded-optimization
- nonconvex
- model-predictive-control
- rust-library
Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.
Fashion Detection in the Wild (Deep Clothes Detector)
- computer-vision
- deep-learning
- clothes-detection
- clothes-detector
HDR Toolbox for processing High Dynamic Range (HDR) images into MATLAB and Octave
- hdr
- tone-mapping
- inverse-tonemapping
- tonemapping
The fast Continuous Wavelet Transform (fCWT) is a library for fast calculation of CWT.
- cwt
- matlab
- cpp
- optimization
MATLAB MAT File I/O Library with support for MATLAB Class Object System
- matlab
- zlib
- hdf5
- mat-files
SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
Python implementation of the Short Term Objective Intelligibility measure
TUM Roborace Team Software Stack - Path tracking control, velocity control, curvature control and state estimation.
A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.
Open source math and physics engine that executes MATLAB-syntax code. Features a modern compiler, automatic GPU acceleration for large calculations, and support for math on geometry / FEA calculations.
- matlab
- rust
- jit-compiler
- linear-algebra