Home Page: https://llyg0102.github.io/
2023.5.21:本文档用于记录学习过程中的一些笔记，主要包括分子动力学和机器学习两个方面。分子动力学部分主要记录MD的基本知识，常用的优化算法，以及机器学习上处理MD数据的方法；机器学习部分主要记录机器学习的基本知识，以及各种成型的网络结构和特点。最后，记录一些最新的文献和他们的方法。
2024.3.21:重新开始记录，目前希望可以探索更多的大模型知识，大模型是趋势，即使硬件水平不达标，也要尽可能将模型做大才能得到好性能。同时了解最新的大模型知识，大模型搭建经验，尝试通过fine tunning建立一个自己的模型。
数学：
- 《线性代数及其应用》 David C. Lay
- 《现代数学基础（第二版）》 陆起超
- 《矩阵分析》Roger A. Horn
计算化学：
- 《结构化学》 孙宏伟
机器学习（包括深度学习）：
- 《神经网络与深度学习》 邱锡鹏
- 《统计学习方法》 李航
- 《机器学习》 周志华
https://llyg0102.github.io/?#/文献精读/
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https://llyg0102.github.io/?#/文献精读/分子动力学机器学习/
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https://llyg0102.github.io/?#/机器学习知识块/
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React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
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Open source projects and samples from Microsoft.
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Alibaba Open Source for everyone
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Data-Driven Documents codes.
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China tencent open source team.
