sqlflow
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sql-machine-learning
Brings SQL and AI together.
**Description** create DB failed: failed to ping database: dial tcp 127.0.0.1:3306: connect: connection refused **Reproduction Steps** - run docker (https://github.com/sql-machine-learning/sqlflow/blob/develop/doc/quick_start.md) - start iris-dnn.ipynb - execute first cell [ %%sqlflow describe...
A SQLFlow statement can be generated into one or more couler steps. We are listing what each step does and what image it relies on here: TO TRAIN: | step...
## Requirement There are some scenarios of time series forecasting in real world, such as forecasting the pv/uv or the traffic load from the history data. The sample data is...
In the issue: [2220](https://github.com/sql-machine-learning/sqlflow/issues/2220), we plan to supports Maxcompute hints. [goalisa](https://github.com/sql-machine-learning/sqlflow/) is one of the [dabase/sql](https://golang.org/pkg/database/sql/X) driver of `Maxcompute`. We're going to support Maxcompute hints in [goalisa](https://github.com/sql-machine-learning/sqlflow/) at first. I...
## proposal one Python API: ```python import sqlflow sqlflow.train("SELECT ...", feature_columns=[...], attrs={...}, engine="pai") sqlflow.predict(...) sqlflow.explain(...) sqlflow.evaluate(...) ``` Go code using code generator to generate python code: ```go train_template=`import sqlflow feature_columns...
# 简介 [SQLFlow](https://sqlflow.org) 旨在建立数据库和 AI 引擎之间的桥梁，利用 SQL 简洁的语法和强大的描述能力降低使用 AI 的门槛。你可以从[这里](https://sql-machine-learning.github.io/doc_index/sqlflow_exapmles/)看到使用 SQLFlow 工具实现机器学习任务是多么的简单。我们不光提供了 SQLFlow 运行环境，还提供了用户贡献模型的解决方案，如果你是机器学习专家，你或许会希望将自己定义的模型贡献到社区中，这将对我们有很大的帮助！ # Description [SQLFlow](https://sqlflow.org) aims to act as the bridge of DBs and AI engines. It leverage...
If we want to launch palyground on Google Cloud, Aliyun, or other public clouds provider. Playground exposes the Jupyter Notebook port on public internal, that we should set a password...
In SQLFlow `TO RUN` clause, it will call a python function to do the data processing/computing. Such as use `TSFresh` to extract features from time series data. - If the...
For example, `SELECT * FROM select_table TO PREDICT dst_table.class`, `select_table` cannot be the same as `dst_table`. Otherwise, `select_table` would be dropped first, and no data would be read when predicting....
Using `kubectl create -f install-sqlflow-multi-users.yaml` to setup a JupyterHub server, for each login user, JupytertHub would setup a MySQL server and an SQLFlow server with Jupyter Notebook server.