XuchanBao

XuchanBao

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Company:University of Toronto, Vector Institute

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XuchanBao's repositories

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

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tensorflow_multigpu_imagenet

Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU support + Transfer Learning support

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AlexNet

ImageNet Classification with Deep Convolutional Neural Networks

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cs231n.github.io

Public facing notes page

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ICCV2019-LearningToPaint

ICCV2019 - A painting AI that can reproduce paintings stroke by stroke using deep reinforcement learning.

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lucid

A collection of infrastructure and tools for research in neural network interpretability.

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models

Models and examples built with TensorFlow

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prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

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pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

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slbo

Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees

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spectral_inference_networks

Implementation of Spectral Inference Networks, ICLR 2019

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