ZY Qin's repositories

Pytorch-Gain

An implementation of GAIN heatmap network in pytorch. Original paper: https://arxiv.org/abs/1802.10171

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pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

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tensorflow_poems

中文古诗自动作诗机器人,屌炸天,基于tensorflow1.4 api,正在积极维护升级中,快star,保持更新!

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NeteaseMusicAbroad

Unblock regional restrictions for NeteaseMusic on macOS. 网易云音乐macOS解除歌曲锁区限制。

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SPN.pytorch

PyTorch implementation of "Soft Proposal Networks for Weakly Supervised Object Localization", ICCV 2017.

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Facial-Expression-Recognition

Facial-Expression-Recognition in TensorFlow. Detecting faces in video and recognize the expression(emotion).

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baseline

Strong Deep-Learning Baseline algorithms for NLP

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wae

Wasserstein Auto-Encoders

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DRNET

PyTorch implementation of the NIPS 2017 paper - Unsupervised Learning of Disentangled Representations from Video

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swae

Implementation of the Sliced Wasserstein Autoencoders

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wmd

Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"

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Practical_RL

A course in reinforcement learning in the wild

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pytorch-cifar

95.16% on CIFAR10 with PyTorch

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capsule-net-pytorch

A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

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SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

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ovilia.github.io

Ovilia's personal site

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NAF

Experiments for the Neural Autoregressive Flows paper

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Capsule-Network-Tutorial

Pytorch easy-to-follow Capsule Network tutorial

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Wasserstein-Auto-Encoders

Contains code relating to this arxiv paper https://arxiv.org/abs/1802.03761

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python-tf-idf

An extremely simple Python library to perform TF-IDF document comparison.

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capsule-networks-1

A Tensorflow implementation of Capsule Networks

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pytorch_experiments

Auto Encoders in PyTorch

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nea

Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks

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