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# Infinitode
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Welcome to Infinitode, a cutting-edge small technology company dedicated to developing innovative solutions for the future of artificial intelligence, web development, and data science.

![](https://komarev.com/ghpvc/?username=infinitode&color=5d17eb)

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## Status

**APIs and Servers**

![Netlify Status](https://api.netlify.com/api/v1/badges/0c87c235-c5bc-4a4f-be53-cfd1aca1b509/deploy-status)
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[**OPEN-ARC**](https://github.com/Infinitode/OPEN-ARC)

[![GitHub stars](https://img.shields.io/github/stars/infinitode/open-arc.svg?style=social&label=Star)](https://github.com/infinitode/open-arc/stargazers) ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/infinitode/open-arc) ![GitHub last commit](https://img.shields.io/github/last-commit/infinitode/open-arc)

[**Python Projects**](https://github.com/Infinitode/python-projects)

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[**PyAutoPlot**](https://github.com/Infinitode/pyautoplot)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/pyautoplot)
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[**ValX**](https://github.com/Infinitode/valx)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/valx)
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[**Hued**](https://github.com/Infinitode/hued)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/hued)
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[**DeepDefend**](https://github.com/Infinitode/deepdefend)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/deepdefend)
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[**CodeSafe**](https://github.com/Infinitode/codesafe)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/codesafe)
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[**PyWebScrapr**](https://github.com/Infinitode/pywebscrapr)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/pywebscrapr)
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[**FuncProfiler**](https://github.com/Infinitode/funcprofiler)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/funcprofiler)
![PyPI - Downloads](https://img.shields.io/pypi/dm/funcprofiler)
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[**DupliPy**](https://github.com/Infinitode/duplipy)

![Pepy Total Downloads](https://img.shields.io/pepy/dt/duplipy)
![PyPI - Downloads](https://img.shields.io/pypi/dm/duplipy)
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[**BlurJS**](https://github.com/Infinitode/blurjs)

![jsDelivr hits (GitHub)](https://img.shields.io/jsdelivr/gh/hy/infinitode/blurjs) ![jsDelivr hits (GitHub)](https://img.shields.io/jsdelivr/gh/hm/infinitode/blurjs) ![GitHub Repo stars](https://img.shields.io/github/stars/infinitode/blurjs) ![GitHub last commit](https://img.shields.io/github/last-commit/infinitode/blurjs)

## Our Repositories

| Repository Name | Description | Language | Link |
|-----------------|-----------------------------|----------|------|
| Infinitode | Our GitHub profile. | Markdown | [Go ▶️](https://github.com/Infinitode/Infinitode) |
| Python Projects | Example projects for Python. | Python | [Go ▶️](https://github.com/Infinitode/Python-Projects) |
| PyAutoPlot | Automatic plotting library for Python. | Python | [Go ▶️](https://github.com/Infinitode/PyAutoPlot) |
| CodeSafe | Code obfuscation and safe eval library for Python. | Python | [Go ▶️](https://github.com/Infinitode/CodeSafe) |
| Distributables | Distributable files for our software. | Markdown | [Go ▶️](https://github.com/Infinitode/Distributables) |
| BlurJS | Modular JavaScript library for creating blurs. | JavaScript | [Go ▶️](https://github.com/Infinitode/BlurJS) |
| DupliPy | Python library for augmentation tasks. | Python | [Go ▶️](https://github.com/Infinitode/DupliPy) |
| PyWebScrapr | Python library for text and image scraping. | Python | [Go ▶️](https://github.com/Infinitode/PyWebScrapr) |
| OPEN-ARC | Open-source project for AI collaboration with example projects. | Python | [Go ▶️](https://github.com/Infinitode/OPEN-ARC) |
| Scikit-Learn DecisionTreeClassifier Updater | Python tool to convert older Sklearn DecisionTreeClassifier models to newer versions. | Python | [Go ▶️](https://github.com/Infinitode/Scikit-learn-DecisionTreeClassifier-Updater) |
| DeepDefend | Python library for deep learning defenses and attacks. | Python | [Go ▶️](https://github.com/Infinitode/DeepDefend) |
| ValX | A data validation library for Python. | Python | [Go ▶️](https://github.com/Infinitode/ValX) |
| Hued | A color conversion and manipulation library for Python. | Python | [Go ▶️](https://github.com/Infinitode/Hued) |
| FuncProfiler | Python library for function profiling with line-by-line profiling support. | Python | [Go ▶️](https://github.com/Infinitode/FuncProfiler) |
| PWLDS | A password strength dataset. | Markdown | [Go ▶️](https://github.com/Infinitode/PWLDS) |

## Changes

### Upcoming changes

- Updates to `Dungen Dev` with improvements to the model.
- Updates to `Synthdat`.
- New AI `Huggingface Spaces`, including models from our Bioset, Spacelens, Arc, and Acres collections.
- First official release of `Scriptify`, a free AI-powered writing tool.
- New `AI APIs`.
- Updates to `pricing` information, and a total overhaul of the `website`.
- New `3D assets`, `samples`, and `models` on our website, or access via a dedicated app.

> [!NOTE]
> Upcoming changes are changes that are planned. These changes can be removed, canceled, or staged for a later date.

### Latest changes

#### Latest changes:

- Updated `Python Projects` with 2 new beginner projects.
- Created an API for `MycoNom`. View the documentation from here: https://infinitode-docs.gitbook.io/documentation/api-documentation/myconom-api-documentation.
- Created a new `Huggingface space`, MycoNom (an AI model, for mushroom edibility classification). Use it from here: https://huggingface.co/spaces/InfinitodeLTD/MycoNom.
- Updated `OPEN-ARC` with a new project.
- Updated the website with the first `material library` release. You can find it here: https://infinitode.netlify.app/resources/material-library.
- Updated `Python Projects` with 2 new projects. One beginner project and the first intermediate project.
- Release of `Dungen Dev API` for custom integrations of Dungen Dev.
- Release of `PyAutoPlot`, an open-source Python plotting library that automatically plots your dataset using `matplotlib`. You can view the docs from here: https://infinitode-docs.gitbook.io/documentation/package-documentation/pyautoplot-package-documentation
- `Dungen AI` updated to version `1.2.0` with 9 new models, performance improvements, and UI updates. Download binaries from here: https://github.com/Infinitode/Distributables/releases/tag/dungen-ai-1.2.0
- New models are now available through the `Dungen API`.
- 9 new models for `Dungen AI` on Huggingface spaces: https://huggingface.co/spaces/InfinitodeLTD/Dungen
- New mobile navigation bar on the website, with some style improvements: https://infinitode.netlify.app
- Password quiz `game` on the website! Head over to: https://infinitode.netlify.app/apps/password-game/ to start playing.
- Updated `BlurJS` to version `1.3` with added support for multiple animations and new timing parameters to adjust easing. View more in the docs: https://infinitode-docs.gitbook.io/documentation/package-documentation/blurjs-package-documentation
- Updated `DupliPy` to `0.2.4` with 3 new replication functions, and a post-formatting function in `duplipy.formatting`.
- First official release of `Dungen Dev`, a new AI model for name generation based on a prompt.
- Updated the `website's styles` with a new navigation bar and improved styles for mobile devices.
- Updated `Python Projects` with a new project.
- Official first release of `Dungen for Android` available from here: https://github.com/Infinitode/Distributables/releases/tag/dungen-android-1.0 or the [website](https://infinitode.netlify.app/apps/dungen-android/).
- Updated `Python Projects` with new projects.
- Update `Dungen` to version `1.2.0`, available from the website, or from here: https://github.com/Infinitode/Distributables/releases/tag/dungen-1.2.0
- Update to `PyWebScrapr` which automatically removes duplicates when scraping text.
- Updated `OPEN-ARC` with a new project and improvements to the previous notebook- and `README` files.
- Updated `PyWebScrapr` documentation on GitBook.
- Created an open-source `scikit-learn` model updater for older `DecisionTreeClassifier` models. Learn more here: https://github.com/Infinitode/Scikit-learn-DecisionTreeClassifier-Updater
- Created `requirements.txt` files for some repositories.
- Created `issue templates` and `contributing guidelines` for all open-source repositories.
- Updated `CodeSafe` with error handling, and removal of unnecessary prints. Related to this pull request: https://github.com/Infinitode/CodeSafe/pull/1.
- Updated `Dungen AI` to version `1.1.0`. Now includes new models and improved compatibility and performance (removed old dependencies).
- Updated `Dungen's API` with the new models for name generation.
- New [web app](https://infinitode.netlify.app/apps/english-vocabulary-quiz/), and updates on [Bits](https://infinitode.netlify.app/blog), and the website.
- Updated `Dungen` on Huggingface (API changes coming soon), with `11 new models` to generate names!
- Updated `valx` with forward and backward compatibility fixes with `scikit-learn` versions older or later than `1.3.0`.
- New `Dungen AI` app, where you can run Dungen models locally, for free.
- Updated `Dungen`, and the `Dungen API` with 3 new name generation models.
- Updated the documentation to include links to `functions` under packages for easier access.
- Updated `Hued` to version `1.0.5` with support for `CIE 1931 XYZ` in `conversions.py`.
- New open-source `Python Projects` repository. It contains Python projects, steps, tips, and working code solutions.
- 3 new `AI spaces` on our Huggingface.
- Created a new project in `OPEN-ARC` and fixed broken links in `README.md`, and `LEADERBOARD.md`.
- Created a new API, `random-facts-generator`, that returns random facts, and their sources.
- Created a new model for our `Dungen AI` on Huggingface and the API.
- Updated Dungen to version `1.1.0`, now supports 5+ games, with improved generation.
- Updated the security of all APIs, and API resources.
- Updated `ValX` to version `0.2.3`. New detection patterns allow more granular control over sensitive information detection and removal.
- Updated `PyWebScrapr README.md`. It now displays the PYPI Downloads badge correctly.
- Updated `package documentation` to include changelogs.
- Updated `API documentation` to now include changelogs.
- Updated `OPEN-ARC` with `Open in Kaggle` and `Open in Colab` buttons.
- Updated `Dungen API`, and HunggingFace space, with a new model for name generation.
- Updated `ValX`, with changes to notify users of the bug when using `numpy 2.x`. We also updated the `detect_profanity` function to show more information while eliminating unnecessary printing.
- Updated `Hued` with 500+ new color names in `colors.py`.
- Updated `DeepDefend's README.md` file to be more informative.
- Created `Hued`, an open-source Python library for color conversions, analysis, and palettes.
- Created `CodeSafe`, an open-source Python library for `safe_eval`, and code obfuscation.
- Updated `PyWebScrapr's` project description on PYPI.

#### Older changes:
- Created `FuncProfiler`, an open-source Python library for analyzing and detecting bottlenecks in code.
- Updated `DupliPy's` project description on PYPI.
- Created `Dungen API`, for AI name generation.
- Created `PWLDS`, an open-source dataset of passwords, and their associated strength levels. Also available on HuggingFace.
- Created `Distributables`, a repo where you can find the redistributables for our free software.
- Updated `BlurJS` to include new interactivity triggers.

> [!NOTE]
> **Latest changes** only cover a few of the changes we have made, for a more comprehensive update, view our social channels, blog, and website for updates.

## Our mission

At Infinitode, we're passionate about creating open-source tools and platforms that empower developers, researchers, and other creatives to build a better tomorrow. We aim to make AI more accessible, secure, and collaborative while pushing the boundaries of what's possible.

## Our projects

We're proud to showcase some of our current projects:

* **OPEN-ARC**: An open-source AI research project, containing base models, notebook implementations, and a community leaderboard.
* **ValX**: An open-source Python package for text cleaning tasks, including profanity detection and removal, and sensitive information detection and removal.
* **Hued**: An open-source Python library for color processing, random color generation, conversion between common types, and retrieval of common color properties, color palettes, and color information.
* **DeepDefend**: An open-source Python library for adversarial attacks and defenses in deep learning models, enhancing the security and robustness of AI systems.
* **CodeSafe**: An open-source Python library for code encryption, decryption, and safe evaluation using Python's built-in AST module, with allowed functions, variables, built-in imports, timeouts, and more.
* **PyWebScrapr**: An open-source Python web scraping tool supporting image and text scraping for effortless data collection.
* **FuncProfiler**: An open-source Python library for identifying bottlenecks in code, featuring function profiling, data exports, logging, and line-by-line profiling for more granular control.

> [!TIP]
> For more projects, see: https://github.com/Infinitode?tab=repositories

## Some of what we've accomplished

We're proud of our accomplishments, including:

* Creating innovative solutions for AI, web development, and data science.
* Building a community of developers, researchers, and other creatives.
* Providing open-source tools and platforms for the benefit of the tech industry.
* Providing tons of free resources for the creative industry, from models to high-quality 3D assets, samples, and more.
* Helping foster creative growth with tools for creatives, startups, and educational institutions.

## Get Involved

We're committed to fostering a collaborative environment for developers, researchers, and everyone else, to share knowledge, expertise, and ideas. Join our community to:

* Contribute to our open-source projects.
* Help by reporting errors, bugs, and new feature suggestions.
* Share your projects and get feedback.
* Participate in discussions and learn from others.

## Stay Updated

Follow us on social media to stay up-to-date with our latest developments, releases, and achievements:

* X/Twitter: @infinitodeltd
* YouTube: @infinitodeltd
* Facebook: Infinitode.LTD
* Website: https://infinitode.netlify.app
* Documentation: https://infinitode-docs.gitbook.io/documentation
* FAQs: https://infinitode-docs.gitbook.io/faqs