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This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

Python 1,212 72 Updated Dec 19, 2025

🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"

Python 137 14 Updated Oct 23, 2025

A MULTI-GENERATOR ENSEMBLE FRAMEWORK FOR NATURAL LANGUAGE TO SQL

936 46 Updated Dec 8, 2025

Official Implementation of the CVPR'24 paper: SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction

Python 43 10 Updated Mar 27, 2024

SST-ReversibleNet

Python 19 2 Updated May 12, 2023

Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning

635 61 Updated Aug 20, 2022

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

Python 17,838 2,503 Updated Dec 18, 2025

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

Python 1,945 244 Updated Jul 2, 2025

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

3,364 234 Updated Sep 22, 2025

Text2SQL 语义解析数据集、解决方案、paper资源整合项目

1,508 170 Updated Mar 1, 2023

[TGRS2023]MFormer: Taming Masked Transformer for Unsupervised Spectral Reconstruction

Python 6 Updated Dec 18, 2023

[Tnnls2025]Uncertainty-guided Discriminative Priors Mining for Flexible Unsupervised Spectral Reconstruction

Python 5 Updated Jan 20, 2025

Intelligent Processing of Remote Sensing Images Group (IPRSIG)

17 8 Updated Mar 28, 2025

we want to create a repo to illustrate usage of transformers in chinese

Shell 3,041 493 Updated Aug 18, 2024

NLP新手入门教程

Python 1,390 132 Updated Oct 23, 2022

前端基础 个人博客 学习笔记

TypeScript 2,182 285 Updated Dec 20, 2025

This is a python version for image quality assessment methods used in pansharpening/superreolution

Python 28 5 Updated Dec 12, 2021

code for paper 《Spectral Super-Resolution via Model-Guided Cross-Fusion Network, IEEE TNNLS, 2023》——pytorch

Python 5 Updated Jan 21, 2024

The code for Spectral Super-Resolution via Deep Low-Rank Tensor Representation

Python 11 Updated Mar 21, 2024
Python 18 5 Updated Jun 20, 2022
123 9 Updated Nov 13, 2021

SwinIR: Image Restoration Using Swin Transformer (official repository)

Python 5,240 620 Updated May 14, 2024

Dual-Stream Transformer for Hyperspectral Image Restoration

Python 24 4 Updated Jun 28, 2023

More relighting!

Python 8,328 522 Updated Feb 20, 2025

Spectral response curves for the raspberry pi cameras

HTML 58 3 Updated Jan 23, 2019

算法竞赛课件分享

4,346 795 Updated Sep 23, 2025

Reconstructing 31 band hyperspectral imagery from 3 band RGB input

Jupyter Notebook 36 6 Updated May 17, 2020

A list of hyperspectral image super-solution resources collected by Junjun Jiang

527 122 Updated Dec 12, 2025

Deep Efficient Spectral Reconstruction from Single RGB Images

Python 33 6 Updated Apr 8, 2022
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