Set up your workstation, reduce workplace clutter, maintain a clean namespace, and effortlessly keep your dataset up-to-date. Feature Engineering, Python, SQLTop KDnuggets tweets, May 13-19: Linear algebra and optimization and machine learning: A textbook - May 21, 2020....
Kaggle Notebooks: Kaggle allows you to use SQL within their Jupyter Notebooks. You can use SQLite, a lightweight, serverless SQL database engine, to execute SQL queries directly on your datasets.**Steps: ** Upload your dataset to a Kaggle Notebook. Use the %load_ext sql magic command to...
💡 Fine-tuning 🌈 Evaluation Index 📦 Libraries 🔧 Practice Project If you findText2SQLuseful for your research or development, please cite the followingpaper: Releases No releases published Packages No packages published Contributors14
Introduction and data download page of a challenging text-to-SQL dataset: KaggleDBQA. Data | Evaluation | Paper | Citation | Leaderboard KaggleDBQA is a challenging cross-domain and complex evaluation dataset of real Web databases, with domain-specific data types, original formatting, and unrestri...
Our journey begins with our data source from Kaggle’sproduct dataset. This dataset has product names, descriptions, categories, prices, and more. It’s the perfect playground for a chat interface, allowing users to ask about products, compare prices, and even get recommendations for products for...
TrendDatasetBest ModelPaperCodeCompare spider PET-SQL See all BIRD (BIg Bench for LaRge-scale Database Grounded Text-to-SQL Evaluation) AskData + GPT-4o See all SParC RASAT+PICARD See all SPIDER RASAT+PICARD See all ...
KaggleDBQA [paper] [code] [dataset]2021年6月，华盛顿大学和微软研究院提出了KaggleDBQA，这是一个...
对于后面微调时的数据使用在dbgpt_hub/data/dataset_info.json中将参数file_name值给为训练集的文件名,如example_text2sql_train.json。在 dbgpt_hub/data/dataset_info.json 中配置训练的数据文件,json文件中对应的 key 的值默认为 example_text2sql,此值即在后续训练脚本 train_sft 中参数 --dataset 需要传入...
Also, you can practice SQL against realistic data and write your own queries, both simple (who won medals at the 2004 Olympics) and complex (which competitors won a medal in their first Olympic games). So, let’s take a look at the database. ...
DuSQL [paper] [dataset] 2020/11, Baidu proposes a larges-scale and pragmatic Chinese dataset DuSQL for the cross-domain text-toSQL task, containing 200 databases, 813 tables, and 23,797 question/SQL pairs. KaggleDBQA [paper] [code] [dataset] 2021/06, University of Washington and M...