Analysis Libraries

288 Components & Libraries

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Analysis Libraries

Network recon framework. Build your own, self-hosted and fully-controlled alternatives to Shodan / ZoomEye / Censys and GreyNoise, run your Passive DNS service, collect and analyse network intelligence from your sensors, and much more! Uses Nmap, Masscan, Zeek, p0f, etc.

The advertising slogans are: The names IVRE and DRUNK have been chosen as a tribute to "Le Taullier". IVRE is free software: you can redistribute it and/or modify it under the terms of the GNU Genera…

🛠 All-in-one web-based IDE specialized for machine learning and data science.

The ML workspace is an all-in-one web-based IDE specialized for machine learning and data science. It is simple to deploy and gets you started within minutes to productively built ML solutions on you…

flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.

Flake8 is a wrapper around these tools: It also adds a few features: files that contain this line are skipped: Git and Mercurial hooks We would love to hear from you. Additionally, if you have a feat…

a library for audio and music analysis

aubio is a library to label music and sounds. It listens to audio signals and attempts to detect events. For instance, when a drum is hit, at which frequency is a note, or at what tempo is a rhythmic…

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

xLearn is developed by high-performance C++ code with careful design and optimizations. Our system is designed to maximize CPU and memory utilization, provide cache-aware computation, and support loc…

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Lance is a modern columnar data format that is optimized for ML workflows and datasets. Lance is perfect for: The key features of Lance include: Download the sift1m subset Convert it to Lance Build …

🎇 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:

Open source crypto trading bot

Docker install in one line summary: No exchange credential is required. Backtesting will give you accurate insights on the past performance and behavior of trading strategies. Do not risk money which…

Data Science Roadmap from A to Z

Pandas

Automated Penetration Testing Framework - Open-Source Vulnerability Scanner - Vulnerability Management

🎇 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:

App to easily query, script, and visualize data from every database, file, and API.

DataStation is an open-source data IDE for developers. It allows you to easily build graphs and tables with data pulled from SQL databases, logging databases, metrics databases, HTTP servers, and all…

:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.

Save some frames from each cut: Skip the first 10 seconds of the input video: To get started, there is a high level function in the library that performs content-aware scene detection on a video (try…

🎇 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:

StellarGraph - Machine Learning on Graphs

Graph-structured data represent entities as nodes (or vertices) and relationships between them as edges (or links), and can include data associated with either as attributes. For example, a graph can…

🙌 Welcome open-source Python mini-project contributions!

A collection of easy Python small projects to help you improve your programming skills. As a Python newbie, I understand the problems that people face when they first begin studying and attempting to…

The machine learning toolkit for time series analysis in Python

There are different alternatives to install tslearn:

oletools - python tools to analyze MS OLE2 files (Structured Storage, Compound File Binary Format) and MS Office documents, for malware analysis, forensics and debugging.

Note: python-oletools is not related to OLETools published by BeCubed Software. This is a personal open-source project, developed on my spare time. Any contribution, suggestion, feedback or bug repor…

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

The ROOT system provides a set of modules with all the functionality needed to handle and analyze large amounts of data in a very efficient way. Having the data defined as a set of objects, specializ…

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

Mesa allows users to quickly create agent-based models using built-in core components (such as spatial grids and agent schedulers) or customized implementations; visualize them using a browser-based …

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

This repository contains all the code, notebooks and examples used in this book. We will also be adding bonus content here from time to time. So keep watching this space! Master the essential skills …

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

These lecture notes are intended for introductory linear algebra courses, suitable for university students, programmers, data analysts, algorithmic traders and etc. The lectures notes are loosely bas…

A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications

Static analysis of Python web applications based on theoretical foundations (Control flow graphs, fixed point, dataflow analysis) Example usage and output: Before continuing, make sure you have pytho…

A library for audio and music analysis, feature extraction.

You can use multiple dimensional feature combinations, select different deep learning networks training, study various tasks in the audio field such as Classification, Separation, MIR etc. In the tim…

Python Crypto Bot (PyCryptoBot)

Please beware of scammers impersonating the admins. Stay safe! I get paid to write on Medium. Readers following me, applauding and commenting on my articles, all helps with my earnings. I provided th…

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

Currently, you can use DataPrep to: DataPrep.EDA is the fastest and the easiest EDA (Exploratory Data Analysis) tool in Python. It allows you to understand a Pandas/Dask DataFrame with a few lines of…

Get Keyboard,Mouse,ScreenShot,Microphone Inputs from Target Computer and Send to your Mail.

Get Keyboard,Mouse,ScreenShot,Microphone Inputs and Send to your Mail. Purpose of the project is testing the security of information systems

Medical imaging toolkit for deep learning

If you like this repository, please click on Star! If you use this package for your research, please cite our paper: BibTeX entry: This project is supported by the following institutions:

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