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sfpeace's Projects

bayes-nn icon bayes-nn

Lecture notes on Bayesian deep learning

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bnt icon bnt

Bayes Net Toolbox for Matlab

books-pdf icon books-pdf

程序员必看的经典书籍,编程电子书下载,附带pdf下载链接,包括C,C++,Java,Python,Linux,Go,数据结构与算法,人工智能,计算机基础,面试,设计模式,数据库,前端等

cfnet icon cfnet

[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

dcfnet_pytorch icon dcfnet_pytorch

DCFNet: Discriminant Correlation Filters Network for Visual Tracking

dcnv2 icon dcnv2

Deformable Convolutional Networks v2 with Pytorch

deep-learning-demo icon deep-learning-demo

:pill: The data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.

deep-patchmatch icon deep-patchmatch

Pre-trained models for our CVPR 2016 paper: "Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions"

deepcluster icon deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deepdesc-release icon deepdesc-release

Code for the ICCV 2015 paper "Discriminative Learning of Deep Convolutional Feature Point Descriptors"

dpmodel icon dpmodel

《设计模式之禅》原书源码学习

em-gaussian icon em-gaussian

Python code for Expectation-Maximization estimate of Gaussian mixture model

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