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All Algorithms implemented in Python

Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.

Minimal examples of data structures and algorithms in Python

Minimal and clean example implementations of data structures and algorithms in Python 3. For running all tests write down: For running some specific tests you can do this as following (Ex: sort): For…

☁️ Build multimodal AI applications with cloud-native stack

Jina provides a smooth Pythonic experience for serving ML models transitioning from local deployment to advanced orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Jina makes…

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

To install the current release: Participating discussions via the following IM groups is also welcomed. Over the past few years, NNI has received thousands of feedbacks on GitHub issues, and pull req…

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Recent released features Features released before 2021 are not listed here. Qlib is an open-source, AI-oriented quantitative investment platform that aims to realize the potential, empower research, …

Web path scanner

An advanced web path brute-forcer Choose one of these installation options: dirsearch allows you to pause the scanning progress with CTRL+C, from here, you can save the progress (and continue later),…

:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.

This command installs everything needed for basic Pipelines that use an in-memory DocumentStore. If you want to install only the dependencies needed for model inference on your local hardware (not re…

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Get started with W&B in four steps: That's it! Navigate to the W&B App to view a dashboard of your first W&B Experiment. Use the W&B App to compare multiple experiments in a unified…

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

There are several ways to get in touch with us:

🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️

or Or for our MacPorts fans: You come across a new piece of malware called WantToCry. You think back to Wannacry and remember it was stopped because a researcher found a kill-switch in the code. When…

macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.

Run all: To update later on, just run that command again. Alternatively, to update while avoiding the confirmation prompt: To sync dev-setup to your local home directory without Git, run the followin…

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases are a union of vector indexes (sparse and dense), graph networks a…

A supercharged version of paperless: scan, index and archive all your physical documents

Paperless-ng is a fork of the original project, adding a new interface and many other changes under the hood. These key points should help you decide whether Paperless-ng is something you would prefe…

🎛 🔊 A Python library for working with audio.

For more examples, see: To cite via BibTeX:

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Sacred is a tool to help you configure, organize, log and reproduce experiments. It is designed to do all the tedious overhead work that you need to do around your actual experiment in order to: Sacr…

Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

The Resume Matcher takes your resume and job descriptions as input, parses them using Python, and mimics the functionalities of an ATS, providing you with insights and suggestions to make your resume…

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Use W&B to build better models faster. Track and visualize all the pieces of your machine learning pipeline, from datasets to production models. Flexible integration for any Python script: Build …

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

This repo is public facing and exists for the sole purpose of providing users with an easy way to raise bugs, feature requests, and other issues. MlFinlab python library is a perfect toolbox that eve…

Archivy is a self-hostable knowledge repository that allows you to learn and retain information in your own personal and extensible wiki.

Archivy is a self-hostable knowledge repository that allows you to learn and retain information in your own personal and extensible wiki. Features: Upcoming: Then run this and enter a password to cre…

🎇 Quickly search over billions of images

Once you're up and running, read these two (short) sections of the documentation to get a feel for what image-match is capable of:

🎇 Quickly search over billions of images

Once you're up and running, read these two (short) sections of the documentation to get a feel for what image-match is capable of:

🎇 Quickly search over billions of images

Once you're up and running, read these two (short) sections of the documentation to get a feel for what image-match is capable of:

Represent, send, store and search multimodal data

To install DocArray from the CLI, run the following command: New to DocArray? Depending on your use case and background, there are multiple ways to learn about DocArray: This is particularly benefici…

pagodo (Passive Google Dork) - Automate Google Hacking Database scraping and searching

Scripts are written for Python 3.6+. Clone the git repository and install the requirements. Dork categories: Note that this may not appear natural to Google if you:

Turn Python scripts into handouts with Markdown and figures

Turn Python scripts into handouts with Markdown comments and inline figures. An alternative to Jupyter notebooks without hidden state that supports any text editor. You use Python Handout as a librar…

news-please - an integrated web crawler and information extractor for news that just works

news-please supports three main use cases, which are explained in more detail in the following. It's super easy, we promise! news-please runs on Python 3.5+. You can access the core functionality of …

An All-In-One framework for gathering Open-Source Intelligence on GitHub entities.

A framework for gathering open-source intelligence on GitHub users, repositories and organisations Octosuite automatically logs network and user activity of each session, the logs are saved by date a…

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

EvalAI is an open source platform for evaluating and comparing machine learning (ML) and artificial intelligence (AI) algorithms at scale. In recent years, it has become increasingly difficult to com…

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