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yuefeng.chenyf's Projects

optunity icon optunity

optimization routines for hyperparameter tuning

paddle icon paddle

PArallel Distributed Deep LEarning

perspective icon perspective

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

prml icon prml

Pattern recognition and machine learning toolbox

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

r-fcn icon r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

raytracing icon raytracing

Simple ray tracing library in Python for optical design that considers simple optical elements (with ABCD ray matrices) but also finite diameters of elements to calculate aperture and field stops, field of view, etc... Useful to validate the design of an optical system (lenses positions, power and diameters). Also permits the propagation of gaussian laser beams through the same elements.

rbm-mnist icon rbm-mnist

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

resnet icon resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

resnext icon resnext

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

scrapy icon scrapy

Scrapy, a fast high-level screen scraping and web crawling framework for Python.

senet icon senet

Squeeze-and-Excitation Networks

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

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