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Python Frameworks:

  • Spiral [GitHub Repository]
    A python package for spiking neural network simulation using PyTorch on CUDA or CPU. This package tries to bring its design as close as possible to biological observations of how the nervous system functions. We have a long way to go for a mature package that covers all the needs you might have dealing with spiking neural networks. Yet this package is still an infant child.

Python packages:

  • Add-on Class [GitHub Repository] [PyPi] [PyPI Stats] [PePy] [LinkedIn Post]
    This package provides you with a module that allows you to easily define classes that are stacked on top of each other and add features to each other, creating a whole new class.

  • Construction Requirements Integrator [GitHub Repository] [PyPi] [PyPI Stats] [PePy] [LinkedIn Post]
    Using this module, we can inherit classes configuring after their requirements are met (instead of being launched immediately after creation).

  • Matplotlib Dashboard [GitHub Repository] [PyPi] [PyPI Stats] [PePy] [LinkedIn Post]
    This package creates a simple user interface for creating subfigures when working with matplotlib.

  • Constant Properties Protector [GitHub Repository] [PyPi] [PyPI Stats] [PePy]
    With the help of this module, you can protect some of the properties in a class. Protecting means avoiding changing them but keeping them publicly available.

LaTeX Templates

Papers' Implementations

Educational Contents

  • Discrete Mathematics Persian Book [GitHub Repository]
    This is an open-source self-learning Persian textbook on discrete mathematics provided by volunteers without any expectation and offered for free. In producing this content, we didn't pay any costs and only used open-source and free platforms. Any use and distribution of this digital content are unrestricted as long as it does not generate revenue. People involved in creating this content will devote their time and effort to the public and not accept its commercial use. If you also like the exquisite taste of free education, we welcome and appreciate any help continuing this.

  • Applied Probability and Statistics in R (Persian) [GitHub Repository]
    Discusses and solves practical examples of probability and statistics in R. It has been written in Persian.

  • Common Mistakes in Discrete Mathematics (Persian) [GitHub Repository]
    It contains a set of problems; each problem has one or more wrong or incomplete answers that cover the most common mistakes made in that subject. We explain each error in detail and provide a complete solution at the end to help the reader understand the points. It has been written in Persian.

  • Python Exercises (English) [GitHub Repository]
    A Jupyter notebook that brings up and solves a series of Python exercises that are prepared for a data science workshop.

  • Basic C++ Exercises (Persian) [GitHub Repository]
    Brings up and solves many basic exercises in C++. It has been written in Persian.

Other Tools and Stuff

  • Bracket-based Tree Visualizer [Tool]
    Minimal visualizer for constituency trees. It receives the bracket-based representation of a tree (explained in the tool itself) and visualizes it graphically.

Behzad Shayegh's Projects

add-on-class icon add-on-class

Provides a simple package to create add-on classes. The package is available on PyPI.

diora icon diora

Deep Inside-Outside Recursive Autoencoder

hipplus icon hipplus

This is an interface to facilitate the research experiments design and execution for the HIPplus project, designed and continued in MANGA (UofA NLP) group.

hrnn-unsupervised-chunking icon hrnn-unsupervised-chunking

"Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach" (https://aclanthology.org/2021.findings-emnlp.307/)

matplotlib-dashboard icon matplotlib-dashboard

Provides a simple package to manage matplotlib subfigures more easily. The package is available on PyPI.

pat icon pat

Persian Address Tracer (PAT) is an intelligent system for converting the Persian text of an address to a postal code.

spiral icon spiral

A python package for spiking neural network simulation using PyTorch on CUDA or CPU.

vecmap icon vecmap

A framework to learn cross-lingual word embedding mappings

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