jiahong li's Projects
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
DeepRacer workshop content
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
Hypergraph Neural Networks (AAAI 2019)
Jiahong Li's homepage
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Paper list of multi-agent reinforcement learning (MARL)
Notebooks for "Python for Signal Processing" book
Python sample codes for robotics algorithms.
Collection of popular and reproducible image denoising works.
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
An educational resource to help anyone learn deep reinforcement learning.
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Advanced_Lane_Detection项目的复现,换了数据,增加了一些功能,写了一些总结