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❤️ 好的文章，爱来自Larry

“我是爱知乎的，但我们不能假装一切都没有发生“

【LLM 10 大观念-1】缩放定律

Diffusion model｜扩散模型的历史

How LSTM networks solve the problem of vanishing gradients

LLM入门指南

为什么Yann lecun（杨立昆）对chatGPT持否定态度？

为什么大模型会「说胡话」？如何解决大模型的「幻觉」问题？

为什么至今没有看到被“无孩爱猫女”冒犯的群体发声呢？

为何英国人当年要来中国倾销鸦片？

人工智能疯了，学无道，富且贵焉，耻也

你有什么事是当程序员之后才懂的？

假如泽连斯基去世了，战争会不会立即结束？

如何判断你是否有精神洁癖？

懂王真的会把关税加到100％甚至以上吗？

我的收藏插件

有什么不错的历史书籍推荐？

有哪些类似“左派搞最低工资、最高工时、强制保险，导致雇主不堪重负，工人失业了”的反常识的经济学现象？

有哪些越早知道越好的人生经验？

朋友圈

机器学习中有哪些形式简单却很巧妙的idea？

砍价的时候，假装走开有用么？

那么多人骨子里的善良为何要被戏称为“圣母”呢？

🍚 菜谱

🐮 牛肋条盖饭

🐧 38059-operating-systems-and-systems-programming

README

week-0-intro

week-1-computer-architecture-and-c

week-10-file-system-and-device-drivers

week-2-memory-and-structures

week-3-file-function-and-compile

week-4-multicore-concurrent-and-sockets

week-5-os-design-principles-and-system-calls

week-6-consolidation-week

week-7-memory-management-and-kernel-programming

week-8-process

week-9-mutual-exclusion-for-cooperating-processes

👾 38965-machine-learning

1 - Intro

10 - Overfitting

11 - Regularisation

12 - Validation

2 - Logistic-Regression

3 - SVM Classification

4 - Linear Regression

5 - Bayesian Regression

6 - SVM Regression

7 - Learning Feasibility

8 - VC dimension

9 - Bias and Variance

bookwork

💡 Idea

LLM辩论赛

问题记录板

💬 CS224N-Natural Language Processing with Deep Learning

1 - Word Vectors

10 - Benchmarking and Evaluation

11 - Efficient Neural Network Training

12 - Reasoning and Agents

2 - Neural Network and Backpropagation

3 - Dependency Parsing

4 - Language Models and RNN

5 - Sequence to Sequence Models and Machine Translation

6 - Attention

7 - Transformer

8 - Pretraining

9 - Prompting, Instruction Finetuning, and DPO, RLHF

💾 申请信息汇总

汇总

📢 Intelligent Interactive System

AI recruit

GPT模拟1

GPT模拟2

merged

Week 1 Intro & ResponsibleAI

Week 10 Reinforcement Learning

Week 11 Human Ethics

Week 2 Cooperation

Week 3 Cooperation & Human AI Decision Making

Week 4 Supervised Learning

Week 5 Unsupervised Learning

Week 7-8 Recommender System

Week 9 Markov Decision Processes

定型文

需求阅读

🔌 数电复健

C位技巧

器械

🔐 30195-security-and-networks

README

week-1-intro-to-security

week-10-buffer-overflow

week-2-hash-macs-authenticated-encryption-access-control

week-3-symmetric-cryptography

week-4-asymmetric-cryptography

week-5-networking-and-protocols

week-6-tls-and-tor

week-7-web-attacks-part-1

week-8-web-attacks-part-2

week-9-reverse-engineering

🤖 34255-artificial-intelligence-2

README

week-1-intro-and-mle

week-2-and-3-lr-and-info-theory-and-tree

week-4-bayesian-network

week-8-and-9-and-10-search-and-csp-and-game

智能座舱系统

🧐 读读paper

Deep Double Descent Where Bigger Models and More Data Hurt

Generative Agents Interactive Simulacra of Human Behavior

The Ethics of AI Ethics：An Evaluation of Guidelines

🧑‍🏫 TA

email

first

First Meeting

First Meeting - optimal

Question

week 2 meeting

week 3 meeting

week 4 meeting

week 5 meeting

🧠 32167-neural-computation

1 - Linear Models

10 - Transformers

11 - Language Modeling

2 - GD and Linear Classification

3 - backpropagation

4 - cnn

5 - rnn

6 - gnn

7 - AE VAE

8 - GAN

9 - Diffusion

README

Revision

复习课

🧬 Evolutionary Computation

AS1

Week 1 Intro & Randomised Algorithms

Week 10 Runtime Analyse

Week 2 Optimization & Local Search

Week 3 Evolutionary Algorithm Basis

Week 4 Constraint Handling

Week 5 Multi Objective Optimization

Week 6 EDA and Genetic Programming

Week 7 Consolidation Week

Week 8 Co-Evolution

Week 9 No Free Lunch Theorem

模拟题

考前

🧱 科学上网知识总结

Clash原理略解

prompt收集

coding

习思想

22-23

目录

毛概

简答题

页面大纲

Reasoning and Agents

字数

21 字

阅读时间

1 分钟

Reasoning (with LLM)

贡献者

文件历史

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