Deep Learning

Rapid search for massive black hole binary coalescences using deep learning

Deep learning method for rapid detection of massive black hole binary coalescences in LISA data, achieving high sensitivity with no false alarms while processing 1-year data in seconds.

Prompt-Tuning: 深度解读一种新的微调范式

转载自:https://wjn1996.blog.csdn.net/article/details/120607050

面向开发者的 ChatGPT 提示工程

这是关于 DeepLearning.ai 联合 OpenAI 推出《面向开发者的 ChatGPT 提示工程》教程相关的资料整理,讲师为 DeepLearning 创始人吴恩达以及 OpenAI 开发者 Isa Fulford。 视频字幕文件已开源至 [GitHub](https://github.com/GitHubDaily/ChatGPT-Prompt-Enginee),这个帖子几乎完全参考了 Datawhale 的 [GitHub](https://github.com/datawhalechina/prompt-engineering-for-developers) 上的整理,以方便我个人学习和资料查找。

IAIFI Summer School & Workshop

The first annual IAIFI PhD Summer School will be held at Tufts University August 1—August 5, 2022, followed by the IAIFI Summer Workshop August 8—August 9, 2022.

[Paper Summary] Complete Parameter Inference for GW150914 Using Deep Learning

The paper describes a neural network architecture, based on **normalizing flows** alone, that is able to generate posteriors on the **full** $D = 15$ dimensional parameter space of quasi-circular binary inspirals, using input data surrounding the first observed GW event, **GW150914**, from multiple gravitational-wave detectors.

PyTorch Deep Learning Course Materials

PyTorch 深度学习实战课程材料,原为万门大学录制(2021年),聚焦PyTorch框架,重实践、轻理论,适合具备基础Python知识的学习者。

贝叶斯深度学习前沿进展 (朱军教授)

此文是关于"[第十八届中国机器学习及其应用研讨会](http://www.lamda.nju.edu.cn/conf/MLA20/index.html)"上,[朱军](http://ml.cs.tsinghua.edu.cn/~jun/index.shtml)教授的「讲座笔记」。内容仅涉及我个人感兴趣的要点内容。

深度学习: 从理论到算法 (王力威教授)

此文是关于"[第十八届中国机器学习及其应用研讨会](http://www.lamda.nju.edu.cn/conf/MLA20/index.html)"上,王立威教授的「讲座笔记」。内容仅涉及我个人感兴趣的要点内容。

Survey4GWML

A survey on gravitational waves researches using machine learning techniques. (a brand-new verion is on going...)

My Dissertation [zh-CN]

Title: Research on Data Analysis of Deep Learning in Gravitational Wave Detection.