Ram Libraries

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Ram Libraries

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with PyTensor

PyMC (formerly PyMC3) is a Python package for Bayesian statistical modeling focusing on advanced Markov chain Monte Carlo (MCMC) and variational inference (VI) algorithms. Its flexibility and extensi…

bottle.py is a fast and simple micro-framework for python web-applications.

🙃 A delightful community-driven (with 2,200+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

Sounds boring. Let's try again. Finally, you'll begin to get the sort of attention that you have always felt you deserved. ...or maybe you'll use the time that you're saving to start flossing more of…

Scrapy, a fast high-level web crawling & scraping framework for Python.

Scrapy is a BSD-licensed fast high-level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, fro…

The Python micro framework for building web applications.

Flask offers suggestions, but doesn't enforce any dependencies or project layout. It is up to the developer to choose the tools and libraries they want to use. There are many extensions provided by t…

Django friendly finite state machine support

Django-fsm first came out in 2010 and had a big update in 2.0 release at 2014, making it incompatible with earlier versions. Now, ten years later at 2024, it's been updated to version 3.0 and renamed…

A transport agnostic sync/async RPC library that focuses on exposing services with a well-defined API using popular protocols.

Spyne aims to save the protocol implementers the hassle of implementing their own remote procedure call api and the application programmers the hassle of jumping through hoops just to expose their se…

Event driven concurrent framework for Python

install via pip: Pulsar design allows for a host of different asynchronous applications to be implemented in an elegant and efficient way. Out of the box it is shipped with the the following: More in…

A Python HTML form library.

Although Deform uses Chameleon templates internally, you can embed rendered Deform forms into any template language. Deform is ideal for complex server-side generated forms. Potential use cases inclu…

A frontend for ffmpeg using only pipes, not under GPL, but under BSD license.

A frontend for ffmpeg(libav) using only pipes, to encode/decode/convert videos by each frame, not under GPL, but under BSD license. Features: You can install and test pipeffmpeg as follows: pipeffmpe…

Low code web framework for real world applications, in Python and Javascript

Login for the PWD site: (username: Administrator, password: admin) By contributing to Frappe, you agree that your contributions will be licensed under its MIT License.

Runnable code for solving Project Euler problems in Java, Python, Mathematica, Haskell.

A collection of Nayuki's program code to solve over 200 Project Euler math problems. Every solved problem has a program written in Java and usually Python. Some solutions also have Mathematica and Ha…

Deform form generation framework demo application

This application is tested on Python versions 3.6, 3.7, 3.8, and 3.9, and PyPy3. Build the Docker image for deformdemo and tag it. Run the built image with Docker. Create a virtual environment. Clone…

ESB, SOA, REST, APIs and Cloud Integrations in Python

ESB, SOA, API and Cloud Integrations in Python.

flask integration for peewee, including admin, authentication, rest api and more

I'm sorry to announce that flask-peewee will now be in maintenance-only mode. This decision is motivated by a number of factors: batteries included: requirements: I recommend installing in a virtuale…

:robot::speech_balloon: An easy-to-use and highly extensible IRC Bot framework. Formerly Willie.

Sopel is a simple, lightweight, open source, easy-to-use IRC Utility bot, written in Python. It's designed to be easy to use, run and extend. Note: Sopel requires Python 3.8+ to run. Join us in #sope…

Offensive Web Testing Framework (OWTF), is a framework which tries to unite great tools and make pen testing more efficient http://owtf.org https://twitter.com/owtfp

The tool is highly configurable and anybody can trivially create simple plugins or add new tests in the configuration files without having any development experience. OWTF is developed on KaliLinux a…

The Web framework for perfectionists with deadlines.

Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design. Thanks for checking it out. To get more help: To contribute to Django: To run Django's test …

SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.

SpiderFoot can be used offensively (e.g. in a red team exercise or penetration test) for reconnaissance of your target or defensively to gather information about what you or your organisation might h…

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…

development repo for PyhtonOnWheels framework

A python web framework, build on the Ruby on Rails principles. Generators for models, controllers, scaffolding views and database migrations. Validation, convention over configuration..and much more.…

Automated Testing for Set-Top Boxes and Smart TVs

Stb-tester issues commands to the device-under-test in the same way a real user does (typically using an infrared remote control). Stb-tester then checks the behaviour of the device-under-test by ana…

📱🌐📋 wq: a modular framework supporting web / native apps for mobile surveys and geospatial data collection. Powered by Django REST Framework, Redux, React, and Material UI.

wq is made up of the following submodules, which are maintained as separate packages.

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

🏔️ A functional web framework that streamlines explicit development practices while eliminating global state.

A functional Python web framework that streamlines explicit development practices while eliminating global state. In response, Clastic sends the following: So fancy. In the following example, we alte…

The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.

When it comes to building HTTP APIs, other frameworks weigh you down with tons of dependencies and unnecessary abstractions. Falcon cuts to the chase with a clean design that embraces HTTP and the RE…

Geographic add-ons for Django REST Framework. Maintained by the OpenWISP Project.

This field takes three optional arguments: For example, the following model: } Code example: Example result response (cut to one element only instead of 10): Note that if you are using other filters,…