Konstantin Lopuhin

Kaggle DSTL Satellite Imagery Feature Detection

Transformer language model (GPT-2) with sentencepiece tokenizer

Kaggle Data Science Bowl 2018 dataset fixes

Kaggle script build system template

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Kaggle Kuzushiji Recognition: 2nd place solution

AdaGram (adaptive skip-gram) for Python

Use pyppeteer from a Scrapy spider

2nd place solution for Kaggle NOAA Fisheries Steller Sea Lion Population Count

RNN Character Autoencoder built with TensorFlow

WIP

A PyTorch Implementation of Single Shot MultiBox Detector

https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection/

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Calculate the number of non-attacking kings placements of n*n kings on 2*n x 2*n board

Sense frequencies and WSD

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Train on ImageNet on Kaggle TPUs

Solution for Kaggle challange "Planet: Understanding the Amazon from Space"

Match lexico-grammer templates with natural language sentences, using pymorphy

Teaching a tiny LLM some basic math

A very basic broad crawler in rust

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Tensors and Dynamic neural networks in Python with strong GPU acceleration

Planning work described by grantt diagram, according to given constraints

Symolic mathematics in C++ - diffirentiating, expression simplification, integrating

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Labeled contexts of Russian polysemous words

VMprof helpers

Various python emacs stuff

An integrated model of eye movement behaviour in sentence comprehension. The ACT-R parser of Lewis & Vasishth (2005), extended with eye movement control.

General purpose GPU compute framework for cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

Sense grouping survey

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AdaGram model on the web

Word Sense Induction

ImageNet experiments

A small library to detect gibberish using a Markov Chain

Syntax checking hacks for vim

In-browser code editor

porting to python3

Python Dyncamic IDE - test and re-run your code without leaving your favorite editor

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Interactive OpenGL console (educational)

Make trac ticket page more convinient: post, update and merge comments without reloading the page

A drawing tool that aims at replacing a notepad for doing creative work

Simple BugTracker app - testing Meteor framework

Redis-powered queues, capped collections, stacks, and deques

Debug machine learning classifiers and explain their predictions

Post-training with Tinker

A Python library for connecting securely to your Cloud SQL instances.

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

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Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

Topic Modelling for Humans

🗿Stones: Persistent key-value containers, compatible with Python dict

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Kaggle Python docker image

Devkit for the public 2019 Lyft Level 5 AV Dataset (fork of https://github.com/nutonomy/nuscenes-devkit)

Открытое письмо специалистов IT-индустрии в защиту фигурантов «московского дела»

Datasets, Transforms and Models specific to Computer Vision

My personal blog: go to Issues

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Seamless operability between C++11 and Python

Headless chrome/chromium automation library (unofficial port of puppeteer)

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

python parser for human readable dates

Event-driven networking engine written in Python.

The friendly PIL fork

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A CLI for benchmarking Scrapy.

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Language models (for Russian language) - old, see https://github.com/lopuhin/lm

A repro for one mypy-lang issue

Cookiecutter template for a Python package.

Scrapy S3 benchmark inside a spider

Redis-based components for scrapy that allows distributed crawling

A scalable frontier for web crawlers

Formasaurus tells you the type of an HTML form and its fields using machine learning

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Scrapy+Splash for JavaScript integration

Python library of web-related functions

MITIE: library and tools for information extraction

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

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Adaptive Skip-gram implementation in Julia

My configuration files (.screenrc, .vimrc, .weechat, .bashrc, .gitconfig, etc)

Evaluation tools for the RUSSE evaluation campaign.

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

Benchmarking Go and Python Web servers

Code for scalar implicatures survey done on ESSLLI 2014

Python subset compiler that is intended to be self-hosting

The lxml XML toolkit for Python