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#python #csc #error_correction #error_detection #kenlm #macbert4csc #pycorrector #spelling_errors #t5

The **pycorrector** tool is a powerful Python library for correcting Chinese text errors. It supports various types of corrections, including phonetic, shape, and grammatical errors. Here are the key benefits pycorrector implements several models such as Kenlm, ConvSeq2Seq, BERT, MacBERT, ELECTRA, ERNIE, and GPT, allowing you to choose the best model for your needs.
- **Easy Installation** The library provides simple APIs for correcting texts, detecting errors, and even handling custom confusion sets and proper names.
- **Performance** You can train your own models using your dataset and integrate custom language models or confusion sets to improve accuracy.

Overall, pycorrector makes it easy to correct Chinese text errors efficiently and accurately, making it a valuable tool for anyone working with Chinese text data.

https://github.com/shibing624/pycorrector
#python #apm #crash_reporting #crash_reports #csp_report #devops #django #error_logging #error_monitoring #fair_source #hacktoberfest #monitor #monitoring #python #sentry #tag_production

Sentry is a tool for developers to track and fix errors in their applications quickly. It helps you see what's going wrong and why, so you can solve problems faster and learn more about your app. Sentry supports many programming languages and platforms, making it easy to use no matter what you're working with. This saves you time and effort, allowing you to focus on improving your application instead of searching for errors.

https://github.com/getsentry/sentry
#go #error_handling #translation #validation

The `validator` package helps you check if the data in your Go structs and fields are correct. It has many useful features like validating across different fields and structs, checking complex data types, and handling custom validation rules. You can also customize error messages and use it with popular frameworks like Gin. This makes it easier to ensure your data is valid and consistent, saving you time and reducing errors in your code. To use it, you just need to install the package with `go get` and import it into your project.

https://github.com/go-playground/validator
🔥1
#shell #cursor #error

Using the Cursor Free Trial Reset Tool helps you continue using Cursor AI's premium features without paying. This tool resets your device identifier, making it seem like a new user to Cursor AI. It supports Windows, macOS, and Linux systems. By resetting the trial period, you can access advanced features for free again. However, be aware that this method may not work forever as Cursor AI updates its system[1][3].

https://github.com/yuaotian/go-cursor-help
#typescript #cli #clustering #concurrency #dependency_injection #effect #error_handling #javascript #observability #opentelemetry #platform #schema #typescript #workflows

Effect is a powerful TypeScript framework that helps you build reliable and complex applications by managing side effects like logging, network calls, and database operations in a safe and organized way. It uses a core `Effect` type to describe workflows that are lazy, composable, and type-safe, allowing you to handle errors and dependencies explicitly. The framework is modular, with many packages for AI, CLI tools, distributed computing, SQL databases, and more, making it flexible for various needs. Using Effect improves code quality, concurrency handling, and maintainability, helping you write robust TypeScript apps efficiently[1][2][4][5].

https://github.com/Effect-TS/effect