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  • 👋 Всем привет! Я Понимаш Захар!
  • 👀 Я интересуюсь машинным обучением
  • 🌱 На данный момент изучаю все что связано с трансформерами и обработкой данных

Я имею большой опыт работы с нейронными сетями, в основном пишу на C# и Python. Увлекаюсь нейросетями с вниманием, особенно нравятся архитектуры с трансформерами, на данный момент изучаю реформеры, которые используют остаточные связи и используют LSH Attention, т.е. внимание на базе локального хеширования, за счет чего могут обрабатывать поистине огромные последовательности токенов.

Также меня очень интересует устройство человеческого мозга и те методы, которые он применяет для обработки информации. Пытаюсь создать искусственный интеллект, может что и получится :-)

Zahar A. Ponimash's Projects

easycntk icon easycntk

C# library for easy Deep Learning and Deep Reinforcement Learning. It is wrapper over C# CNTK API. Has implementation of layers (LSTM, Convolution etc.), optimizers, losses, shortcut-connections, sequential model, sequential multi-output model, agent teachers, policy gradients, actor-critic etc. Contains helpers for work with dataset (split, statistics, SMOTE etc). Allows train, evaluate and inference deep neural networks in style similar to Keras.

eliza.net icon eliza.net

A modern .NET linked library implementation of the classic ELIZA chatbot. Written in C#.

equation-solver icon equation-solver

linear equation system solver in C# / solving lineare equation systems with 6 variables

facial-landmarks-recognition icon facial-landmarks-recognition

Identifying faces in photos or videos is very cool, but this isn’t enough information to create powerful applications, we need more information about the person’s face, like position, whether the mouth is opened or closed, whether the eyes are opened, closed, looking up and etc.

faissmask icon faissmask

A fork of https://gitlab.com/josetruyol/faisssharp

fingpt icon fingpt

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

fluentftp icon fluentftp

An FTP and FTPS client for .NET & .NET Standard, optimized for speed. Provides extensive FTP commands, File uploads/downloads, SSL/TLS connections, Automatic directory listing parsing, File hashing/checksums, File permissions/CHMOD, FTP proxies, FXP support, UTF-8 support, Async/await support, Powershell support and more. Written entirely in C#.

framework icon framework

Machine learning, computer vision, statistics and general scientific computing for .NET

gan-playground icon gan-playground

GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.

ganttchart icon ganttchart

The Winforms Gantt Chart is the .NET Winforms control originally hosted on CodePlex (http://ganttchart.codeplex.com)

grammarengine icon grammarengine

Грамматический Словарь Русского Языка (+ английский, японский, etc)

img icon img

Картики для доков

inseq icon inseq

Interpretability for sequence generation models 🐛 🔍

issrc icon issrc

Inno Setup is a free installer for Windows programs. First introduced in 1997, Inno Setup today rivals and even surpasses many commercial installers in feature set and stability.

kdtree icon kdtree

A fast, generic, multi-dimensional Binary Search Tree written in C#

keras-sharp icon keras-sharp

An ongoing effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

machinelearning icon machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

machinelearningseminars icon machinelearningseminars

Семинары А.В. Грабового к лекционному курсу К.В. Воронцова.

managedcuda icon managedcuda

ManagedCUDA aims an easy integration of NVidia's CUDA in .net applications written in C#, Visual Basic or any other .net language.

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