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synonyms reading of

大模型时代的推荐系统Recommender Systems in the Era of Large Language Models (LLMs)

文章地址：https://arxiv.org/abs/2307.02046 笔记中的一些小实验中的模型都是基于GPT-3.5架构的ChatGPT模型。 本文主要讲述了比较具有代表性的方法利用LLM去学习user和item的表示，从预训练、微调和提示三个范式回顾了近期用于增强推荐系统的LLM先进技术， ......
Recommender Language 模型 Systems 时代

Proj CDeepFuzz Paper Reading: DeepTest: automated testing of deep-neural-network-driven autonomous cars

## Abstract 本文: DeepTest Task: a systematic testing tool for DNN-driven vehicles Method: 1. generated test cases with real-world changes like rain, fo ......
deep-neural-network-driven autonomous CDeepFuzz automated DeepTest

1141 PAT Ranking of Institutions（附测试点5分析）

题目： After each PAT, the PAT Center will announce the ranking of institutions based on their students' performances. Now you are asked to generate the ......
Institutions Ranking 1141 PAT of

Proj CDeepFuzz Paper Reading: DeepGauge: multi-granularity testing criteria for deep learning systems

## Abstract 本文: DeepGauge Task: provide multi-granularity testing criteria for DL systems Method: multi-granularity testing criteria for DL systems: 1 ......
multi-granularity granularity CDeepFuzz DeepGauge criteria

[论文阅读] Prototypical contrastive learning of unsupervis

# Prototypical contrastive learning of unsupervised representations ## abstract 这篇论文介绍了原型对比学习（PCL），一种将对比学习与聚类相结合的无监督表示学习方法。PCL不仅为实例区分任务学习低层特征，更重要的是==* ......
Prototypical contrastive unsupervis learning 论文

Proj CDeepFuzz Paper Reading: Combinatorial Testing for Deep Learning Systems

## Abstract 本文：DeepCT Task: Testing DL Models with Combinatorial Testing Method: 1. 将输出值的空间离散化为区间，以便覆盖每个区间,对不同层内的神经元交互进⾏采样，并减少必须执⾏的测试输⼊的数量。 2. a set o ......
Combinatorial CDeepFuzz Learning Reading Testing

linux宏offset_of学习随笔

offset_of 宏 定义:include/linux/stddfx.h 功能：给出两个参数：结构体和它的成员，获取其成员关于结构体首地址的偏移： #define offset_of(type, member) (unsigned long) &((type*)0)->member 这个想法挺精巧 ......
offset_of 随笔 offset linux of

解决编译告警unrecognized command line option ‘-Wno-address-of-packed-member’

问题 在编译dperf的过程中报错如下： 解决 以上问题为编译告警选项使用错误，在-Wno-address-of-packed-member前面加入 -w即可。 -w -Wno-address-of-packed-member ......
Wno-address-of-packed-member unrecognized command address option

E. Ina of the Mountain 优先队列

题意：给你一个长度为n的序列。问你最少进行多少次操作，使得最终整个序列的值都为k 操作：选一段区间，然后把这段区间的数全减一。 这个序列还有一个特性，就是当一个数为0时，这个数会变成k。 解法：一眼丁真P1969 [NOIP2013 提高组] 积木大赛 - 洛谷 | 计算机科学教育新生态 (luog ......
队列 Mountain Ina the of

[LeetCode] 1921. Eliminate Maximum Number of Monsters

You are playing a video game where you are defending your city from a group of n monsters. You are given a 0-indexed integer array dist of size n, whe ......
Eliminate LeetCode Monsters Maximum Number

Note of SHU Computer Graphics (01): 计算机图形学概述

# 什么是计算机图形学? 研究怎样利用计算机来显示、生成和处理图形的原理、方法和技术的一门学科，这里的图形是指三维图形的处理。 - **图形**: 计算机图形学的研究对象 - 能在人的视觉系统中产生视觉印象的客观对象 - 包括自然景物、拍摄到的图片、用数学方法描述的图形等等 - **构成图形的要素* ......
Computer Graphics 图形 计算机 Note

Qt编译报错：multiple definition of

解决方法一：在.pro文件下查看SOURCES +=和HEADERS +=也没有重复引入文件，删除重复的文件即可。 解决方法二：把debug文件夹下的.o文件都删除，然后再编译下。 解决方法三：如果.h文件中有类的定义和实现，则实现时在每个成员前加inline。 转载于：QT项目出现multiple ......
definition multiple of

Proj CDeepFuzz Paper Reading: Automatic differentiation in PyTorch

## Abstract 本文：描述automatic differentiation module of PyTorch 包括：Lua Torch, Chainer, HIPS Autograd Task: Provides a high-performance environment on dif ......
differentiation CDeepFuzz Automatic Reading PyTorch

Further reading: Theory of computation

找了些：https://en.wikipedia.org/wiki/Theory_of_computation 提到的书籍： Textbooks aimed at computer scientists (There are many textbooks in this area; this lis ......
computation Further reading Theory of

Got fatal error 1236 from master when reading data from binary log: 'Client requested master to start replication from position > file size', Error_code: 1236

MySQL主从复制报错，MySQL主主复制结构，MySQL版本5.7.32 2023-08-31T09:08:29.316553+08:00 1 [ERROR] Error reading packet from server for channel '': Client requested mas ......
from master 1236 replication Error_code

[LeetCode] 2240. Number of Ways to Buy Pens and Pencils

You are given an integer total indicating the amount of money you have. You are also given two integers cost1 and cost2 indicating the price of a pen ......
LeetCode Pencils Number 2240 Ways

Proj CDeepFuzz Paper Reading: ACETest: Automated Constraint Extraction for Testing Deep Learning Operators

## Abstract Github: https://github.com/shijy16/ACETest 背景： 1. DL operators 用来计算多维tensors，很重要 本文：ACETest Task: automatically extract input validation c ......
Constraint Extraction CDeepFuzz Automated Operators

Proj CDeepFuzz Paper Reading: AutoML: A survey of the state-of-the-art

## Abstract Github: https://github.com/marsggbo/automl_a_survey_of_state_of_the_art 本文： 1. intro AutoML methods: data preparation, feature engineering ......
state-of-the-art CDeepFuzz the Reading AutoML

【MT&PT】Central limit theorem, Law of large numbers

I Chebyshev inquation $E(X)=\mu,D(X)=\sigma^{2}$ $P\{|X-\mu|>=\varepsilon\}<=\frac{\sigma^{2}}{\varepsilon^{2}}\\ it's\ equation:\\ P\{|X-\mu|<\vareps ......
Central theorem numbers limit large

pytorch报错IndexError: invalid index of a 0-dim tensor. Use tensor.item() to convert a 0-dim tensor to a Python

该错误消息表示您正在尝试索引其中只有一项的数组。例如， In [10]: aten = torch.tensor(2) In [11]: aten Out[11]: tensor(2) In [12]: aten[0] IndexError Traceback (most recent call l ......
tensor IndexError dim pytorch invalid

【CF1374E1】Reading Books (easy version)（贪心）

**题目大意：** 给出$n(1\le n\le2\times 10^{5})$个三元组$(t,a,b)(0\le a,b\le 1)$，选出其中任意个，使得被选中的元素$a$、$b$的总和均为$k$，求$t$总和的最小值 *** 因为被选中的元素$a$、$b$的总和均为$k$，所以被选中的三元组中 ......
Reading version 1374E Books 1374

git log 出现Merge branch 'xxxx' of

场景： 多人合作开发时，同拉取远程仓库分支 Feature A开发者拉取Feature分支代码后在本地开发并commit 过， 但并未push到远程仓库。 B开发者拉取Feature分支代码后在本地开发并commit， 随后push到远程分支。 这时A开发者再push代码到远程分支会提示先 git ......
branch Merge 39 xxxx git

Tool are in unnamed module of loader 'app

这就是典型的类型转换问题，出现这个错误就说明类型转换有误 参考：https://blog.csdn.net/justleavel/article/details/128613595 跟泛型有关？ 发现原因：有两个Tool类。。。其中调用的参数里是一个Tool类。。而实现类实现的是另一个Tool类。。 ......
unnamed module loader Tool are

Codeforces Round 879 (Div. 2)E. MEX of LCM（数学，数据结构）

题目链接：https://codeforces.com/contest/1834/problem/E 题意： 有长度为n的序列，问最小的正整数 x ，对于任意连续的子区间，区间的数的最小公倍数 都不等于 x； 分析： 首先来分析一下答案的范围是多少； 我们可以知道，对于长度 为n 的序列，前 n + ......
数据结构 Codeforces 结构 数学 数据

A disk is a bunch of bits

A disk is a bunch of bits Jul 19, 2023 Introduction Have you ever heard someone say that a disk or memory is a “bunch of bits”? I’m not sure about thi ......
bunch disk bits is of

Proj CDeepFuzz Paper Reading: Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation

## Abstract 背景： 1. the de facto standard to assess the quality of DNNs in the industry is to check their performance (accuracy) on a collected set of ......
Labeling-Free Estimation CDeepFuzz Efficient Accuracy

Proj CDeepFuzz Paper Reading: An Extensive Study on Pre-trained Models for Program Understanding and Generation

## Abstract ## 1. Intro ## 2. Background ### 2.1 Program Understanding and Generation Tasks ### 2.2 NL-PL Pre-Trained Models ![](https://img2023.cnblo ......
Understanding Pre-trained Generation CDeepFuzz Extensive

Day six of Python

今日内容大概：if嵌套语法分支结构练习内容while 循环while +break标志位的使用练习题while+countinue+else死循环for循环for+break+countinue+elseif嵌套语法： 练习： 循环结构：关键字：while while+break break跳出本层 ......
Python Day six of

Proj CDeepFuzz Paper Reading: SyRust: automatic testing of Rust libraries with semantic-aware program synthesis

## Abstract 背景： 1. unsafe能够绕开rust type system 2. rust libraries中常有许多unsafe keyword 本文：SyRust Task: fuzz Rust library APIs Challenge: synthesize well-t ......
semantic-aware CDeepFuzz automatic libraries synthesis

js找出一定范围内的全部素数（埃拉托斯特尼筛法Sieve of Eratosthenes）

最近在看js的基础，看到函数这一章的时候，看到了这种写法。 原文链接：https://zh.javascript.info/function-basics 突然懵了个B，js还能这么写。然后问了下chat，才想起来这是js的标签用法。 在JavaScript中，标签（label）是一种标识符，用于标 ......
素数 Eratosthenes 范围 Sieve of
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