Esi Libraries

94 Components & Libraries

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Esi 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…

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

After some recent success of Bayesian methods in machine-learning competitions, I decided to investigate the subject again. Even with my mathematical background, it took me three straight-days of rea…

An image resize application server

This project will no longer be maintained. Pilbox can be installed with pip Or easy_install Or from source To run the application, issue the following command By default, this will run the applicatio…

Free, easy, portable audio engine for games

SoLoud is an easy to use, free, portable c/c++ audio engine for games. Zlib/LibPng licensed. Portable. Easy.

A Python API for SuperCollider

Supriya lets you: Install from PyPI: Or from source: Start your Python interpreter and import Supriya: Boot the SuperCollider server: Import some classes: Make a synthesizer definition: Allocate it o…

CeSI is a web interface for managing multiple supervisors from the same place.

Supervisor has its own web UI but managing multiple supervisor installations is hard with seperate UIs (If you are using the UI of course :). CeSI aims to solve this problem by creating a centralized…

MapReduce, Spark, Java, and Scala for Data Algorithms Book

The book's codebase can also be downloaded from the git repository at: Thank you!

Form generator/builder application for Django done right: customisable, modular, user- and developer- friendly.

django-fobi (or just fobi) is a customisable, modular, user- and developer- friendly form generator/builder application for Django. With fobi you can build Django forms using an intuitive GUI, save o…

Dependency injection framework for Python

It helps implement the dependency injection principle. You can override any provider with another provider. It also helps you in a re-configuring project for different environments: replace an API cl…

SamplerBox is a sampler musical instrument based on RaspberryPi.

SamplerBox works with the RaspberryPi's built-in soundcard, but it is recommended to use a USB DAC (PCM2704 USB DAC for less than 10€ on eBay is fine) for better sound quality. Install the required…

Python package for Bayesian Machine Learning with scikit-learn API

There are several ways to contribute (and all are welcomed)

A library for event sourcing in Python.

A library for event sourcing in Python. Please note, it is recommended to install Python packages into a Python virtual environment. Write a test. Run the test with the default persistence module. Ev…

A sound synthesis framework for Python, designed for clear and concise expression of complex musical ideas

SignalFlow is a sound synthesis framework designed for clear and concise expression of complex musical ideas. It has an extensive Python API, for fluid audio experimentation in iPython/Jupyter, with …

:bowtie: Create a dashboard with python!

Bowtie is a library for writing dashboards in Python. No need to know web frameworks or JavaScript, focus on building functionality in Python. Interactively explore your data in new ways! Deploy and …

Web UI for your scripts with execution management

Script-server is a Web UI for scripts. As an administrator, you add your existing scripts into Script server and other users would be able to execute them via a web interface. The UI is very straight…

Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

To install mimesis, simply use pip: It is divided into several sections: You can improve it by sending pull requests to this repository.

Scripted page layout framework for Python.

PageBot consists of three abstraction levels: Pagebot runs on Python 3. We recommend updating to version 3.7 / 3.8. Cross platform installation: Upgrade to the latest if already installed: Bugs, enha…

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

This is the Jupyter notebook version of the following book: If you use either book or code in a scholarly publication, please cite as: M. Beyeler, (2017). Machine Learning for OpenCV. Packt Publishin…

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Learn how to design large-scale systems. Prep for the system design interview. Learning how to design scalable systems will help you become a better engineer. This is a continually updated, open sour…

cookiecutter-pyramid-talk-python-starter

An opinionated Cookiecutter template for creating Pyramid web applications starting way further down the development chain. This cookiecutter template will create a new Pyramid web application with email, sqlalchemy, rollbar, and way more integrated.

Here's a screenshot of the home page. You also get much more as you navigate other sections of the web app. Here's the project folder structure: To use this template you just run the single command: …

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Open-source, implicit 3D structural geological modeling in Python. We provide the latest release version of GemPy via PyPi package services. We highly recommend using PyPi, The following versions are…

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Welcome to the era of GemPy v3! We are thrilled to announce the release of the latest version, a product of meticulous planning, redesign, and rigorous testing. While the core essence remains intact,…

The Official DocuSign Python Client Library used to interact with the eSign REST API. Send, sign, and approve documents using this client. https://www.docusign.com/devcenter

This client has the following external dependencies:

Text to Image Synthesis using Generative Adversarial Networks

If you find my research useful, please use the following to cite: As it can be seen, the generated images do not suffer from mode collapse. Illustration of Conditional Wasserstein Progressive Growing…

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Jupyter Notebooks on the topics of statistical analysis, mathematics, and numerical/sceintific computing (in Python).

Render high-resolution bitmap images to PCB gerber files

Raster images can either be vectorized through contour tracing (like gerbolyze v1.0 did) or they can be embedded usinghigh-resolution grayscale emulation while (mostly) guaranteeing trace/space desig…

Framework for safe and maintainable web-projects.

What DjBurger do? DjBurger doesn't depend on Django. You can use it in any projects if you want. Required only Controller and Renderer.

Modular C++ Toolkit for Performance Analysis and Logging. Profiling API and Tools for C, C++, CUDA, Fortran, and Python. The C++ template API is essentially a framework to creating tools: it is designed to provide a unifying interface for recording various performance measurements alongside data logging and interfaces to other tools.

In other words, timemory provides many pre-built tools, libraries, and interfaces but, due to it's modularity, codes can re-use only individual pieces -- such as the classes for measuring different t…

Related tags

image-duplicate-detection

image-classification

machine-learning