Guiliang's repositories

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courses

The Repo for courses

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Sport-Analytic-NN

Neural Network Realization of Project Sport Analytic

MyHomePage

Guiliang Liu's homepage

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cart

Classification and Regression Trees (CART) in python from scratch.

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DDU

Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty

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Deep-Q-Network-AtariBreakoutGame

Playing Atari Breakout Game with Reinforcement Learning (DQN , Deep Q Learning)

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

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icrl

Inverse Constrained Reinforcement Learning (ICML 2021)

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IRL-icehockey

Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players, IJCAI 2020.

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releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

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Single-Player-MCTS

🌳 Python implementation of single-player Monte-Carlo Tree Search.

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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

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