My personal notes, presentations, and notebooks on everything Deep Learning.

Real-Time Object Pose Estimation with Pose Interpreter Networks (IROS 2018)

Python sample codes for robotics algorithms.

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Perception and AI components for autonomous mobile robotics.

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记

Visual Inertial Odometry with SLAM capabilities and 3D Mesh generation.

Support content for my blog

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

QuickMCL - Monte Carlo localisation for ROS

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

Create HTML profiling reports from pandas DataFrame objects