datasetGPT
A command-line interface to generate textual and conversational datasets with LLMs. (by radi-cho)
isort
A Python utility / library to sort imports. (by PyCQA)
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| datasetGPT | isort | |
|---|---|---|
| 6 | 41 | |
| 272 | 6,314 | |
| - | 1.0% | |
| 6.0 | 7.4 | |
| 8 months ago | 12 days ago | |
| Python | Python | |
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
datasetGPT
Posts with mentions or reviews of datasetGPT.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-01.
- datasetGPT is a command-line interface and a Python library for inferencing Large Language Models to generate textual datasets. (Regenerative feedback loops)
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[R] [P] I generated a 30K-utterance dataset by making GPT-4 prompt two ChatGPT instances to converse.
A dataset consisting of dialogues between two instances of ChatGPT (gpt-3.5-turbo). The CLI commands and dialogue prompts themselves have been written by GPT-4. The dataset covers a wide range of contexts (questions and answers, arguing and reasoning, task-oriented dialogues) and downstream tasks (e.g., hotel reservations, medical advice). Texts have been generated with datasetGPT and the OpenAI API as a backend. Approximate cost for generation: $35.
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[P] two copies of gpt-3.5 (one playing as the oracle, and another as the guesser) performs poorly on the game of 20 Questions (68/1823).
Last week I released a CLI that can do this at scale: https://github.com/radi-cho/datasetGPT. Will use personal funds to generate somewhat big task oriented dataset later today with gpt-3.5 or gpt-4. Will open source it along a way for people to contribute their own datasets so we can collect bigger ones. Would be helpful both for analysis of how LLMs work and for fine tuning downstream models (Alpaca-like).
- DatasetGPT - A command-line interface to generate textual and conversational datasets with LLMs.
- DatasetGPT – an open-source command line tool for generating datasets with LLMs
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[P] [D] datasetGPT - A command-line tool to generate datasets by inferencing LLMs. Supports OpenAI, Cohere, and Petals.
GitHub: https://github.com/radi-cho/datasetGPT
isort
Posts with mentions or reviews of isort.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-18.
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Enhance Your Project Quality with These Top Python Libraries
isort: This library sorts your imports alphabetically, and automatically separates them into sections and by type. It provides a cleaner and more organised way to manage project imports.
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A Tale of Two Kitchens - Hypermodernizing Your Python Code Base
isort will sort the imports for you
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Django Code Formatting and Linting Made Easy: A Step-by-Step Pre-commit Hook Tutorial
isort is a Python utility that helps in sorting and organizing import statements in Python code to create readable and consistent code. It automatically formats import statements in accordance with PEP 8.
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How to Write Impeccably Clean Code That Will Save Your Sanity
repos: - repo: https://github.com/ambv/black rev: 23.3.0 hooks: - id: black args: [--config=./pyproject.toml] language_version: python3.11 - repo: https://github.com/pycqa/flake8 rev: 6.0.0 hooks: - id: flake8 args: [--config=./tox.ini] language_version: python3.11 - repo: https://github.com/pycqa/isort rev: 5.12.0 hooks: - id: isort args: ["--profile", "black", "--filter-files"] language_version: python3.11 - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.4.0 hooks: - id: requirements-txt-fixer language_version: python3.11 - id: debug-statements - id: detect-aws-credentials - id: detect-private-key
- Automate Python Linting and Code Style Enforcement with Ruff and GitHub Actions
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Improve your Django Code with pre-commit
repos: ... pre-commmit stuff ... black stuff - repo: https://github.com/pycqa/isort rev: 5.12.0 hooks: - id: isort name: isort (python)
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How I start every new Python backend API project
isort
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nbdev formating and linting
isort , A Python utility / library to sort imports.
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Curious what is too much on one line... how 'compressed' can our code be?
Install black and isort and just don't worry about it. :-)
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I wrote a script to periodically change my Desktop background to live satellite images!
Sure. Also, and don't take this the wrong way, but there are some code smells in your project that could be partially mitigated with some basic linting/formatting. I suggest black as a code formatter, flake8 for basic linting, and isort for sorting imports (for example, you have local imports mixed in with standard library and third party imports). You can install these via pip and most editors (like VS Code) can autoformat on save and show you linting problems as you edit. And you can integrate these into your workflow by using pre-commit.
What are some alternatives?
When comparing datasetGPT and isort you can also consider the following projects:
botbots - A dataset featuring diverse dialogues between two ChatGPT (gpt-3.5-turbo) instances with system messages written by GPT-4. Covering various contexts and tasks (task-oriented dialogue systems, abstract reasoning, brainstorming).
black - The uncompromising Python code formatter
PyInquirer - A Python module for common interactive command line user interfaces
yapf - A formatter for Python files
pyreports - pyreports is a python library that allows you to create complex report from various sources
autoflake - Removes unused imports and unused variables as reported by pyflakes
pytermgui - Python TUI framework with mouse support, modular widget system, customizable and rapid terminal markup language and more!
Pylint - It's not just a linter that annoys you!
isort - A Python utility / library to sort imports. [Moved to: https://github.com/PyCQA/isort]
autopep8 - A tool that automatically formats Python code to conform to the PEP 8 style guide.
pyright - Static Type Checker for Python
awesome-python-typing - Collection of awesome Python types, stubs, plugins, and tools to work with them.