《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

《动手学大模型Dive into LLMs》系列编程实践教程

收录了若干读博中所遇到的问题和相关资料

本人的科研经验

论文写作与资料分享

一些关于写论文的教程,防止犯一些低级错误

Awesome Incremental Learning

Awesome-open-world-learning

A collection of resources for graph-based semi-supervised learning (GSSL).

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

This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

A curated list of awesome Deep Learning tutorials, projects and communities.

official pytorch implementation of "Multi-Scale Similarity Aggregation for Dynamic Metric Learning", MM 2023

Metric learning and retrieval pipelines, models and zoo.

A collection of metric learning papers.

Metric Learning Resources

tracking papers, datasets, and models of "large language model (LLM) for time series"

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

Distance Metric Learning Algorithms for Python

🆓免费的 ChatGPT 镜像网站列表，持续更新。List of free ChatGPT mirror sites, continuously updated.

ICDE 2019: Robust High Dimensional Stream Classification with Novel Class Detection

Steam data learning

Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021

SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream

A list of papers that studies Novel Class Discovery