[AutoML] AutoKeras installation and environment configuration (VSCode)

There are already too many work configurations in the local environment (Python, Java, Maven, Docker, etc.). In order not to affect the operation of other environments, I chose to create a workspace directly in VSCode and configure AutoKeras (anyway, it will be in VSCode in the end) developed in). After opening VSCode, create a workspace […]

Production-level Stable Diffusion AI Service Deployment Guide [BentoML]

In this article, we will go through the integration process between BentoML and Diffusers libraries. By using Stable Diffusion 2.0 as a case study, you can learn how to build and deploy a production-ready Stable Diffusion service. Recommended: Use NSDT editor to quickly build programmable 3D scenes Stable Diffusion 2.0 includes several new features such […]

Python Toml: modern configuration files

TOML is a lightweight, human-readable data serialization format for configuration files. Created by Tom Preston-Werner, it is intended to be a simple and intuitive configuration file language suitable for any programming language environment. TOML supports a variety of data types, including strings, integers, floating point numbers, Boolean values, date times, arrays, nested tables, and more. […]

Read and write TOML files with Python

TOML file representation (Tom’s Obvious, minimal language). Configuration files can be stored in TOML files with the extension .toml. Since its semantics are simple and strive to be “minimal”, it should be easy to read and write. It also maps clearly to a dictionary. The syntax of TOML mainly consists of key=value pairs. This makes […]

Config file format comparison TOML YAML JSON INI

In the robot architecture, configuration files are an important part. A difficult-to-use configuration file system will hinder the progress of system development. Let us now compare several mainstream configuration file formats: TOML, YAML, JSON, and INI. This article is not original, it is a synthesis of many articles, all of which are given in the […]

Cargo.toml configuration: all valid class slugs

Rust notes Cargo.toml configuration: all valid class Slugs Author: Li Juncai (jcLee95): https://blog.csdn.net/qq_28550263?spm=1001.2101.3001.5343 Email:[email protected] Address of this article: https://blog.csdn.net/qq_28550263/article/details/130884330 [Introduction]: This article records the available categories in the rust project configuration file. Previous section: “ Development Environment Construction and Introduction to Rust Tools “ | Next section: ” Rust project structure and the first Rust […]

ERROR: Could not build wheels for pymssql, which is required to install pyproject.toml-based project

Background: If m2 wants to access the SQLserver database under the terminal, it needs to install the pymssql module in Python. I use the pip command to install it. The command pip install, the specific error message is as follows; pip install pymssql  ? took 7s base Py at 11:38:10 Collecting pymssql Downloading pymssql-2.2.7.tar.gz […]

AutoML-sklearn and torch

1. auto-sklearn 1.1 Environmental dependencies Install additional swig third-party libraries linux support, mac, windows do not support 1.2 Sample code time_left_for_this_task sets the maximum time for this task per_run_time_limit maximum training time per subtask include can limit the model trained by the task import autosklearn.classification import sklearn.model_selection from sklearn import datasets import sklearn. metrics if […]