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gyl's Projects

-ai- icon -ai-

天池2019农业大脑AI挑战赛

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

dogs-vs-cats icon dogs-vs-cats

Capstone project - Udacity, Machine Learning Engineer Nanodegree

dogs_vs._cats icon dogs_vs._cats

A computation from Kaggle and a graduation project for machine learning engineer nanodegree on Udacity

joshiego icon joshiego

A Go playing program implemented in Tensorflow roughly according to the architecture of AlphaGo. Current strength is 3~4 amateur dan.

reinforcement-learning icon reinforcement-learning

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

sml_cv icon sml_cv

Using supervised machine learning to build collective variables for accelerated sampling

udacity_mlnd_smartcab icon udacity_mlnd_smartcab

Applied reinforcement learning to build a simulated vehicle navigation agent. This project involved modeling a complex control problem in terms of limited available inputs, and designing a scheme to automatically learn an optimal driving strategy based on rewards and penalties.

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