Sungjoon

Tensorflow-101. TensorFlow Tutorials

dl_tutorials. Deep learning tutorials (2nd ed.)

bayes-nn. Lecture notes on Bayesian deep learning

dl_tutorials_10weeks. Deep Learning Tutorials for 10 Weeks

advanced-tensorflow. Little More Advanced TensorFlow Implementations

Deep-Learning-101. Deep Learning Tutorials

2022-1-deep-learning-applications.

yet-another-mujoco-tutorial-v3. Jupyter Notebook

choicenet. Implementation of ChoiceNet

irl_rocks. Cool Inverse Reinforcement Learning Papers

dl_tutorials_3rd. Deep learning tutorials (third edition)

intro-dl. Introduction to Deep Learning

rl_tutorial. Yet Another Reinforcement Learning Tutorial

yet-another-rl-tutorial. Jupyter Notebook

upstage-basic-deeplearning. PyTorch Tutorial for Boostcamp AI Tech

yet-another-pytorch-tutorial-v2. Jupyter Notebook

yet-another-gpt-tutorial. Jupyter Notebook

gaussian-process. A gentle introduction to Gaussian processes

RecurrentFlowNet. Recurrent Flow Network for Occupancy Flow

yet-another-mujoco-tutorial. Yet Another MuJoCo Tutorial

density_network. Density Network Implementations using TensorFlow

deep-uncertainty. Modeling uncertainty information in deep learning

TrackDrive. Track driving simulator in MATLAB.

2022-1-intelligent-robotics. MATLAB

face_recognition. Face Recognition with Custom Dataset

yart-minimal. Tutorial of YART (Yet Another Robotics Tutorial)

dl-workshop. Deep learning workshop @ SNU

tf_practice. TensorFlow 1.x Practice

intro-to-linear-algebra. Jupyter Notebook

img_dataset. Image Classification Dataset

yet-another-gpt-tutorial-v2. Jupyter Notebook

bbopt. Black Box Optimization Methods

simple-mujoco-usage-v2. Jupyter Notebook

yet-another-pytorch-tutorial. Yet Another PyTorch Tutorial

deep-autoencoders. Implementations of autoencoders (VAE, AAE, and others)

reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

tf_bbb. Tensorflow Implementation of Bayes by Backprop

yart. Yet Another Robotics Toolbox

GP. Jupyter Notebook

little-complex-mujoco-usage. A little more complex MuJoCo usage

DeepLearningZeroToAll. TensorFlow Basic Tutorial Labs

media-pipe-usage. How to use Google MediaPipe

pyconkr17. How Far Can You Trust Your Deep Neural Networks (Feat. TensorFlow)

Mobile-robot-simulator. Mobile robot simulator in MATLAB

Self-Driving-Car. Python

deep-robust-nlp. Simple implementation of sentiment analysis

simple-mujoco-usage. MuJoCo

kalman-filter. Jupyter Notebook

yet-another-diffusion-models. Jupyter Notebook

deep-robust-regression. Deep Robust Regression Methods

dlvm. Deep Latent Variable Methods

yart-smoothing. MATLAB

mujoco-motion. Jupyter Notebook

Co-teaching. NIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

ri-motion. This repo contains useful implementations for handling motions maintained by rilab.ku

rmr-v2. Robust Motion Retargeting for generating Humanoid Motions