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Samuel X. LIN Guo's Projects

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pyscenedetect icon pyscenedetect

:movie_camera: A Python/OpenCV-based scene detection program, using threshold/content analysis on a given video.

pysgwt icon pysgwt

Spectral Graph Wavelet Transform

pystan icon pystan

PyStan, the Python interface to Stan

pystruct icon pystruct

Simple structured learning framework for python

python-graph-clustering icon python-graph-clustering

A collection of Python scripts that implement various graph clustering algorithms, specifically for identifying protein complexes from protein-protein interaction networks.

python-pcl icon python-pcl

Python bindings to the pointcloud library (pcl)

pytorch-a3c icon pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch-agnn icon pytorch-agnn

Pytorch implementation of the Attention-based Graph Neural Network(AGNN)

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-qrnn icon pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

pytorch-srresnet icon pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

pytorchviz icon pytorchviz

A small package to create visualizations of PyTorch execution graphs

pytorchwavelets icon pytorchwavelets

PyTorch implementation of the wavelet analysis found in Torrence and Compo (1998)

pyunlocbox icon pyunlocbox

A Python convex optimization package using proximal splitting methods

pywt icon pywt

PyWavelets - Wavelet Transforms in Python

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