sqlflow
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sql-machine-learning
Brings SQL and AI together.
Such as the bug reproduce step in issue #2888 , the error message for None value input for XGBoost is as follows: ```TXT Traceback (most recent call last): File "",...
[RFC1738](https://tools.ietf.org/html/rfc1738) is a standard protocol for URL. For example: `mysql://root:[email protected]:3306/dbname`. This schema can be used by some popular package such as `sqlalchemy` directly. The current MySQL data source URL in...
**Is your feature request related to a problem? Please describe.** Some tutorials has been broken in our playground, we need to fix them. **Describe the solution you'd like** 1. imdb...
In this issue, we will make investigation on the data preprocessing solution for native PyTorch and fast.ai (High level api library built upon PyTorch and pandas). ## fast.ai [fast.ai](https://www.fast.ai/) is...
BERT: [Github Repo](https://github.com/google-research/bert), [TensorFlow Tutorial](https://www.tensorflow.org/official_models/fine_tuning_bert) Transformer: [TensorFlow Tutorial](https://www.tensorflow.org/tutorials/text/transformer) ##### Points - How to read the data from MaxCompute table? - How to run BERT in a distributed way?
1.docker run the sqlflow env with image version v0.4.0 env SQLFLOW_DATASOURCE and SQLFLOW_SERVER 2.sqlflow cli in container 3.run query sql select count(1) from sqlflow.iris_train return the result 110  4.run...
I forked this repo a while ago and ran a DeepSource analysis on it. DeepSource found a variety of different issues categorized based on their types and severity which you...
User usually use `sqlflow/sqlflow:step` as the base image to build the Runnable image. The base image contains the SQLFlow step binary and runtime library. And then runnable authors publish the...
SQLFlow extends the SQL syntax to describe the end-to-end machine learning pipeline. The end-to-end solution includes the model serving. The data transformation logic is consistent between training and serving stage....