Andrei Kalmykov's starred repositories
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
ml-engineering
Machine Learning Engineering Open Book
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
tensorflow-handbook
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程
projector-docker
Run JetBrains IDEs remotely with Docker
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).
fastprogress
Simple and flexible progress bar for Jupyter Notebook and console
wikipedia2vec
A tool for learning vector representations of words and entities from Wikipedia
chat_templates
Chat Templates for 🤗 HuggingFace Large Language Models
compling_nlp_hse_course
Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ
colibri-core
Colibri core is an NLP tool as well as a C++ and Python library for working with basic linguistic constructions such as n-grams and skipgrams (i.e patterns with one or more gaps, either of fixed or dynamic size) in a quick and memory-efficient way. At the core is the tool ``colibri-patternmodeller`` whi ch allows you to build, view, manipulate and query pattern models.
text-classification-baseline
Pipeline for fast building text classification TF-IDF + LogReg baselines.
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
GEM-metrics
Automatic metrics for GEM tasks
matstat_lec
Лекции по матстату на русском
RuSentEval
Probing suite for evaluation of Russian embedding and language models
deep_learning_tf
deep learning with tensorflow (russian)
rugpt3-question-generation
Generate questions based on text in Russian
git-hooks-is-all-you-need
Git Hooks Tutorial.
neural_nets_prob
Понимаем как работают нейросетки на ручных задачках :)
neural_nets_dpo
Deep learning course for HSE continuing education program