I Failed the Turing Test

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Setup Jupyter and other Machine Learning tools on macOS

Posted on 2016-11-152019-10-22Author VintaPosted in Machine Learning, Python

Jupyter Notebook is an interactive environment for running code in the browser. It allows you to create interactive documents that contain live code, rich text elements and visualizations. It's also a widely used tool for Data Scientists to make prototypes or demonstrations.

IPython: the Python REPL interpreter

Posted on 2016-10-152019-10-22Author VintaPosted in Python

IPython is a neat alternative of Python's builtin REPL (Read–Eval–Print Loop) interpreter, also a kernel of Jupyter.

Speed up Python and Node.js builds on Travis CI

Posted on 2016-10-052019-10-22Author VintaPosted in DevOps, JavaScript, Python

For Python and Node.js projects, you could totally cache both site-packages and node_modules directories in every Travis CI build.

Django's get_or_create() may raise IntegrityError but subsequent get() raises DoesNotExist

Posted on 2016-09-142019-10-22Author VintaPosted in Database, Python, Web Development

get_or_create() 拋出 IntegrityError 但是接著 get() 一次卻會是 DoesNotExist,以上的錯誤常常會發生在 MySQL 的 isolation level 是 REPEATABLE READ 的情況下。MySQL 默認採用 REPEATABLE READ(而 PostgreSQL 預設是 READ COMMITTED)。

Transaction isolation levels in MySQL

Posted on 2016-09-142019-10-22Author VintaPosted in Database

A non-repeatable read occurs, when during the course of a transaction, a row is retrieved twice and the values within the row differ between reads.

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