Sam

Record my simple progress for Leetcode problems.

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Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

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Repo for coursera specialization Advanced Machine Learning by Higher School of Economics

LeetCode, HackRank, 剑指offer, classic algorithm implementation

讲解常见的机器学习算法

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Taxi Dispatch Simulator ✅

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

Mean Field Multi-Agent Reinforcement Learning

《统计学习方法》的代码实现

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

Modularized Implementation of Deep RL Algorithms in PyTorch

Python Implementation of Reinforcement Learning: An Introduction

Course materials for the Coursera MOOC: Applied Machine Learning in Python from University of Michigan

Udacity's Machine Learning Nanodegree project files and notes.

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Computer Vision I 2017 Fall at NTU

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

Repo for coursera Advanced Machine Learning Specialization lectured by Higher School of Economics

My Solution to the Programming Assignments for Practical Reinforcement Learning from Coursera

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