Research Libraries

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Research Libraries

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, …

: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…

🎛 🔊 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…

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…

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…

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…

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

Step 1: clone this repo, and go inside that repo: Step 2: install using pip In MacOS, you can get the SSL error this will be fixed by reinstalling certificates To query for a certain keyword, run: Fo…

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

The Insight Toolkit (ITK) is an open-source, cross-platform toolkit for N-dimensional scientific image processing, segmentation, and registration. Segmentation is the process of identifying and class…

Earth observation processing framework for machine learning in Python

The modules are: The full list (including their descriptions) is available here: Both docker images can also be built manually from GitHub repository: This project has received funding from the Europ…

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

This is an open-source python package for the extraction of Radiomics features from medical imaging. With this package we aim to establish a reference standard for Radiomic Analysis, and provide a te…

A research tool for the Iterated Prisoner's Dilemma

A Python library with the following principles and goals: With Axelrod you: The library is tested on Python versions 3.8, 3.9, and 3.10. The simplest way to install is: To install from source: The fo…

Python library and web service for Open Source Software Health and Sustainability metrics & data collection. You can find our documentation and new contributor information easily here: https://oss-augur.readthedocs.io/en/main/ and learn more about Augur at our website https://augurlabs.io

We gather trace data for a group of repositories, normalize it into our data model, and provide a variety of metrics about said data. The structure of our data model enables us to synthesize data acr…

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

ITKWidgets is an elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry. To install for all environme…

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

Note you need version 9.4+. Clone the repository: Enter the directory and install labnotebook locally: Once you've installed the package, you can run the following command on your database url to sta…

This script lets you check whether a specific phone number is connected to a Telegram account.

This script lets you check whether a specific phone number is connected to a Telegram account. To run it, you need: You can expect the following possible responses:

Automatically archive links to videos, images, and social media content from Google Sheets (and more).

Python tool to automatically archive social media posts, videos, and images from a Google Sheets, the console, and more. Uses different archivers depending on the platform, and can save content to lo…

The Python Toolbox for Robotics

The Python Toolbox for Robotics Nadeau, Nicholas A., Ilian A. Bonev, and Ahmed Joubair. "Impedance Control Self-Calibration of a Collaborative Robot Using Kinematic Coupling." Robotics 8.2 (2019): 33.

Library for Digital Pathology Image Processing

The histo-pathological analysis of tissue sections is the gold standard to assess the presence of many complex diseases, such as tumors, and understand their nature. In daily practice, pathologists u…

CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.

In addition to the built-in package documentation there are vignettes with more information on getting started and additional examples:

The Python Toolbox for Robotics

Nadeau, Nicholas A., Ilian A. Bonev, and Ahmed Joubair. "Impedance Control Self-Calibration of a Collaborative Robot Using Kinematic Coupling." Robotics 8.2 (2019): 33.

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

Announcement video When I started to get into more advanced Machine Learning, I started to see how these famous neural network architectures(such as EfficientNet), were doing amazing things. However,…

A curated list of the latest breakthroughs in AI (in 2023) by release date with a clear video explanation, link to a more in-depth article, and code.

With the creation of a whole new field called "Generative AI", whether you like the term or not, research hasn't slowed its frenetic pace, especially the industry, which has seen its biggest boom in …

A platform for end-to-end development of machine learning solutions in biomedical imaging

In the era of Deep Learning, developing robust machine learning solutions to problems in biomedical imaging requires access to large amounts of annotated training data, objective comparisons of state…

HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems

Currently the following machine learning models are supported: The following machine learning models are currently under development: At the moment the following MPC and optimal control problems can …

Human Intelligence Narrowing Tool Set - An OSINT questionnaire and research structure meant to assist in organizing findings on high-level targets (Whales) scoped by clients.

HINTS is a CRUD tool for housing information gathered from public OSINT resources on individuals (HUMINT) and organizations (ORGINT) Now including: A list of commonly used resources that I find help…

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