liangminghan0228

梁明晗's starred repositories

EasyTSAD

A framework for easy running and evaluating your TSAD algorithm.

Language:PythonGPL-3.08600

Dataset-for-TSAD

Language:PythonGPL-3.0200

Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

87000

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Language:Jupyter NotebookApache-2.0509400

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

NOASSERTION6276100

pytorch-transformer-ts

Repository of Transformer based PyTorch Time Series Models

Language:Jupyter NotebookMIT28500

PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

Language:PythonApache-2.0147900

LLaMA-Factory

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

Language:PythonApache-2.03025500

NeurIPS2023-One-Fits-All

The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

Language:Python43700

Time-Series-Library

A Library for Advanced Deep Time Series Models.

Language:PythonMIT620100

spring-reading

涵盖了 Spring 框架的核心概念和关键功能，包括控制反转（IOC）容器的使用，面向切面编程（AOP）的原理与实践，事务管理的方式与实现，Spring MVC 的流程与控制器工作机制，以及 Spring 中数据访问、安全、Boot 自动配置等方面的深入研究。此外，它还包含了 Spring 事件机制的应用、高级主题如缓存抽象和响应式编程，以及对 Spring 源码的编程风格与设计模式的深入探讨。

Language:JavaMIT789300