Time-LLM comprises two key components: (1) reprogramming the input time series into text prototype representations that are more natural for the LLM, and (2) augmenting the input context with declarative prompts
LLMTime zero-shot 🛠 Installation Run the following command to install all dependencies in a conda environment namedllmtime. Change the cuda version for torch if you don't have cuda 11.8. source install.sh After installation, activate the environment with ...
对于使用过智能手机的你,WiFi 万能钥匙,很多人想必都不陌生,可能还曾使用过或正在使用。官方是介绍的: 全球网络共享平台,基于共享经济的模式,通过云计算和大数据技术,利用热点主人分享的闲置 WiFi 资源,为用户提供免费、稳定、安全的上网服务。 其实说了这么多,总结一句话就是破解别人家的 Wifi 密码,就是“蹭网用的...
Github上有趣的100个python项目 Github上面有很多有趣的python项目,包括软件、库、教程、资源等。这次收集了其中比较受欢迎的100个,供大家参考。 资料来源:https://github.com/521xueweihan/HelloGitHub 后台回复:项目,获得全部项目链接❞ 1、awesome-python-webapp:廖老师的 Python 入门教程中的实践项目的代码 2、...
将SOP具象化,并且用于LLM构成的团队。 软件公司多角色示意图(正在逐步实现) MetaGPT 示例(均由GPT-4生成) 比如,输入python startup.py "写个类似今日头条的推荐系统",就会获得一系列输出,其一是数据结构与API设计: 生成一个包含分析和设计的示例大约需要0.2美元(GPT-4 API的费用),而一个完整的项目大约需要...
释放大语言模型(LLM)能力的 AI 代理工具箱:Composio该项目是用 Python 编写的适用于 AI 代理的工具集,旨在简化和增强 AI 代理与外部服务及系统的交互。它为 AI 代理和大语言模型(LLMs)提供了上百种可用于生产的工具,非常适合用于构建聊天机器人、智能助手和复杂自动化流程的智能应用。 ...展开...
LLMs are widely used in applications like chatbots, code generation, translation, summarization, and more. They are often built using transformer architectures and are central to the field of generative AI. Here are 20,952 public repositories matching this topic... Language: All Sort: Most ...
TimeMixer[repo] Time-Series-Library[repo] Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series and Spatio-Temporal Data[repo] This project is licensed under the Apache-2.0 License. About [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Ser...
1,Time-LLM: Time Series Forecasting by Reprogramming Large Language Models, inICLR2024.[GitHub Repo] Authors: Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen ...
A toolkit for time series machine learning algorithms. pythondata-sciencemachine-learningtime-seriesscikit-learntime-series-clusteringtime-series-classificationtime-series-regression UpdatedApr 16, 2025 Python Time series analysis with LLM-ABBA: A symbolic approach ...