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wantengliang's starred repositories

semi-supervised-learning

Semi-Supervised Learning in Image Classification

Language:Python300

semisupervised-classification-keras

Implementation of semi-supervised image classification methods using Keras.

Language:PythonMIT700

sesemi

Supervised and semi-supervised image classification with self-supervised regularization.

Language:PythonApache-2.03600

text_classification

all kinds of text classification models and more with deep learning

Language:PythonMIT780600

EGPO

[CoRL 2021] Official implementation of paper "Safe Driving via Expert Guided Policy Optimization".

Language:PythonMIT3500

Transfer-Learning-in-RL

Transfer Learning in RL to improve sample efficiency

Language:Jupyter Notebook500

ProLoNets

Public implementation of "Encoding Human Domain Knowledge to Warm Start Reinforcement Learning" from AAAI'21

Language:PythonApache-2.01900

VSC-RL

Vital Signs Control via Continuous Action-Space Reinforcement Learning Model with Supervised Experience Knowledge

Language:Jupyter Notebook500

cartpole

Tensorflow implementation of DQN to control cart-pole from OpenAI gym environment

Language:Python1400

DL-surrogate-CFD-LAA

All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage" from STACOM 2019

Language:PythonGPL-3.01400

kriging

Python tool for creating Kriging surrogate models

Language:Python1400