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jihyunyoon's Projects

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Library implementing the Responsibility Sensitive Safety model (RSS) for Autonomous Vehicles

apollo icon apollo

An open autonomous driving platform

arxivtimes icon arxivtimes

repository to research & share the machine learning articles

basiclstm icon basiclstm

The aim of this implementation is to help to learn structure of basic LSTM (LSTM cell forward, LSTM cell backward, etc..)

cgold icon cgold

:whale2: The Hitchhiker’s Guide to the CMake

cpp-stl-algorithms icon cpp-stl-algorithms

This repository houses VERY simple example code for each STL algorithm and explains what each does.

deeprl icon deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

jetson-reinforcement icon jetson-reinforcement

Deep reinforcement learning GPU libraries for NVIDIA Jetson with PyTorch, OpenAI Gym, and Gazebo robotics simulator.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

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.

lattice_planner icon lattice_planner

The lattice_planner package provides a move_base global planner plugin for a time-bounded A* lattice planner. The planner is designed to plan time dependent, dynamically feasible navigation paths for robots with differential drive constraints. It uses a dynamic cost map which is based on the ROS costmap representation from the costmap_2d package.

lstm_rnn_tutorials_with_demo icon lstm_rnn_tutorials_with_demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

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