IP属地：河北
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PyTorch中"诡异"的动量SGD实现
pytorch中SGD的动量实现是如下这个样子的 将pytorch的实现翻译为公式，就是如下这个样子：为什么说它诡异呢？因为它与Polyak, ...
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如何用朴素贝叶斯对多维高斯分布进行分类There is a classification problem having two classes, with equal prior pr...
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从0实现高斯混合模型（EM-GMM）Problem: Please build a Gaussian mixture model (GMM) to model the data i...
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如何在单机上搭建分布式深度学习环境？以Pytorch+cuda+mpi on LXC为例
环境：Manjaro - arch linux框架：pytorch 1.0-cuda-10.0Nividia driver：410cuda：10...
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白话梯度下降
Homework2 1. Generate n = 2,000 points uniformly at random in the two-di...
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EASGD-简单介绍EASGDfrom:http://joerihermans.com/ramblings/distributed-deep-learning-pa...
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白话多项式拟合
数学推导 过程参考于: 李航《统计学习方法》多项式函数拟合问题V2 https://blog.csdn.net/xiaolewennofollo...
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Talk - Scaling Distributed Machine Learning with System and Algorithm Co-design 笔记来源于李沐大神的talk：基于系统和算法的协同设计的大规模分布式机器学习(Scaling Distributed Machine Learnin...