Aleksander Smywiński-Pohl

amd-r9700-vllm-toolboxes. Python

obiektowe-lab. Java

ex_autoresearch. Elixir

nanoclaw. A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK

ElixirDatasets. Elixir hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

live-debugger. Tool for debugging LiveView applications

MagiAttention. A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training

GPU-Benchmarks-on-LLM-Inference. Multiple NVIDIA GPUs or Apple Silicon for Large Language Model Inference?

gpu_poor. Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization

nx. Multi-dimensional arrays (tensors) and numerical definitions for Elixir

bumblebee. Pre-trained Neural Network models in Axon (+ 🤗 Models integration)

researcher-community. Python

makeup_syntect. Makeup syntax highlighting using the syntect Rust library

namegraph. [ARCHIVED] Help your users discover ENS names they love with NameGraph.

ensnode. ENSNode is the full-stack ENSv2 development platform.

ptranking. Learning to Rank in PyTorch

Awesome-LLM-Long-Context-Modeling. 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

bitsandbytes. Accessible large language models via k-bit quantization for PyTorch.

mining-legal-arguments. Mining Legal Arguments in Court Decisions - Data and software

dspy. DSPy: The framework for programming—not prompting—language models

benchmarks. Benchmarking PDF libraries

neptune-client. 📘 The experiment tracker for foundation model training

paragraph_network. Python

namekit-contracts. [ARCHIVED] Earn revenue for helping ENS grow

ens-font-data. [ARCHIVED] Metadata for graphemes that may appear in ENS names

ens-label-inspector. [ARCHIVED] Detailed inspection of labels in ENS names

ens-normalize-python. Python implementation of ENSIP-15 (ENS Normalize) for the Ethereum Name Service (ENS)

namekit. [ARCHIVED] Easily integrate rich ENS user journeys into your wallet, app, or game.

tevatron. Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.

czech-court-citations-dataset.

dpr-scale. Scalable training for dense retrieval models.

lawnotation-demo. Python

open-llms. 📋 A list of open LLMs available for commercial use.

towerz. Simple tower defence game.

d3-graphviz. Graphviz DOT rendering and animated transitions using D3

RWKV-LM. RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

data-science-template. Template for a data science project

poleval-2021. Python

Transformers-Tutorials. This repository contains demos I made with the Transformers library by HuggingFace.

Parsr. Transforms PDF, Documents and Images into Enriched Structured Data

massive. Tools and Modeling Code for the MASSIVE dataset

extraction-framework. The software used to extract structured data from Wikipedia

NLAPP. An application demonstrating the operation of natural language processing models

cognipy. In-memory Graph Database and Knowledge Graph with Natural Language Interface, compatible with Pandas

LightningDPR. Python

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

label-studio. Label Studio is a multi-type data labeling and annotation tool with standardized output format

alien. ALIEN is a CUDA-powered artificial life simulation program.

LegalQA. A Chinese question answering dataset for legal advice.

deep-significance. Enabling easy statistical significance testing for deep neural networks.

webmock. Library for stubbing and setting expectations on HTTP requests in Ruby.

ohmyzsh. 🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.

pundit. Minimal authorization through OO design and pure Ruby classes

seqeval. A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

vimrunner. Control a vim instance through ruby code

rodauth. Ruby's Most Advanced Authentication Framework

interfaceable. Strict interfaces in Ruby

informers. Fast transformer inference for Ruby

gector. Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

klej-submission. Details of KLEJ submissions.

diff-lcs. Generate difference sets between Ruby sequences.

awesome-papers. Papers & presentation materials from Hugging Face's internal science day

pypragmods. Bayesian pragmatic models implemented in Python

haystack. Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

allentune. Hyperparameter Search for AllenNLP

datasets. 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

kiba. Data processing & ETL framework for Ruby

excalibur. A web interface to extract tabular data from PDFs

bertsearch. Elasticsearch with BERT for advanced document search.

nboost. NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

dry-auto_inject. Container-agnostic constructor injection mixin

awesome-nlp-polish. A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.

pytorch-lamb. Implementation of https://arxiv.org/abs/1904.00962

vue-testing-handbook. A guide on testing Vue components and applications

DeepPavlov. An open source library for deep learning end-to-end dialog systems and chatbots.

100-nlp-papers. 100 Must-Read NLP Papers

Inforex. Inforex is a web system for text corpora construction.

time_calc. Simple time arithmetics in a modern, readable, idiomatic, no-"magic" Ruby.

VetClaims-JSON. This repository contains JSON decision models for analyzed disability-claim decisions issued by the Board of Veterans' Appeals of the U.S. Department of Veterans Affairs.

frontend. JavaScript

backend. JavaScript

xlnet. XLNet: Generalized Autoregressive Pretraining for Language Understanding

qwikidata. Python tools for interacting with Wikidata

sentencepiece. Unsupervised text tokenizer for Neural Network-based text generation.

fastai. The fastai deep learning library

jq. Command-line JSON processor

morfologik. Ruby MRI bindings for morfologik-stemming library.

lexpredict-lexnlp. LexNLP by LexPredict

grobid. A machine learning software for extracting information from scholarly documents

deeptype. Code for the paper "DeepType: Multilingual Entity Linking by Neural Type System Evolution"

LexNET. LexNET: Integrated Path-based and Distributional Method for Lexical Semantic Relation Classification

evolution. Generator ewolucyjnt

Evolution. Java

EvolutionSim. Generator Ewolucyjny, projekt lab PO

clevr-dataset-gen. A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

voice-route-search. A quick and dirty proof of concept of an app that joins VoiceLab's Polish speech recognition API with jakdojade (a trip planning app)

wdsjn. Python

rom-factory. Data generator with support for persistence backends

jsonl. Module for handling JSONL (JSON Lines).

underthesea. Underthesea - AI Assistant

nlp_workshops. A practical introduction to NLP workshop

issues. Issue tracker for all publicly-released Cycorp software.

flair. A very simple framework for state-of-the-art Natural Language Processing (NLP)

IJava. A Jupyter kernel for executing Java code.

awesome-hanami. A collection of awesome Hanami Gems and projects

pinfluence. All world's influence in a map. Ruby and Hanami open source project.

bookshelf. Hanami "Getting Started" project

awesome-nlp. :book: A curated list of resources dedicated to Natural Language Processing (NLP)

PyTorch-NLP. Basic Utilities for PyTorch Natural Language Processing (NLP)

bandit-ranking. HTML

grenton-simple-client. Prosty klient do komunikacji z Grentonem

grenton-client-php. Grenton client PHP

krnnt. Polish morphological tagger.

jupyter-vim-binding. Jupyter meets Vim. Vimmer will fall in love.

senna. Reproducing senna's pipeline

legaldocml-akomantoso. OASIS TC Open Repository: Schema files, examples, exemplificative implementations and libraries, and documentation related to the LegalDocML TC and Akoma Ntoso schema

nlp-datasets. Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

InferSent. InferSent sentence embeddings

essential-terms. "Learning What is Essential in Questions", CoNLL, 2017

opencyc. A fork of opencyc which adds auto-complete to sentence assertion in the browser interface.

elasticsearch-analysis-morfologik.

melisa. A ruby library that makes Marisa Trie enjoyable

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

wikiextractor. A tool for extracting plain text from Wikipedia dumps

sumo. Suggested Upper Merged Ontology (SUMO)

word-embeddings-benchmarks. Package for evaluating word embeddings

elasticsearch-learning-to-rank. Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch

OpenNMT. Open Source Neural Machine Translation in Torch (deprecated)

github. Ruby interface to GitHub API

plewic. Searching in PlEWi corpus

contracts.ruby. Contracts for Ruby.

spaCy. 💫 Industrial-strength Natural Language Processing (NLP) in Python

tensorflow.rb. tensorflow for ruby

forget-the-king. Tired of the king; time to let him know

morfologik-stemming. Tools for finite state automata construction and dictionary-based morphological dictionaries. Includes Polish stemming dictionary.

amazon-dsstne. Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

angular-daterangepicker. Angular.js wrapper for dangrossman/bootstrap-daterangepicker

duckrails. Development tool to mock API endpoints quickly and easily - NOT MAINTAINED

saos. System Analizy Orzeczeń Sądowych /Court Judgement Analysis System/

vspec. RSpec-like testing framework for Vala

Elessar. Draggable multiple range sliders

rubocop. A Ruby static code analyzer and formatter, based on the community Ruby style guide.

jruby. JRuby, an implementation of Ruby on the JVM

pinball. Simple IOC Container and DI tool for ruby

elasticsearch-analysis-morfologik. Morfologik (Polish) Analysis Plugin for ElasticSearch

deeplearning4j. Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

factorie. FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

ruby-spark. Ruby wrapper for Apache Spark

camaleon-cms. Camaleon CMS is a dynamic and advanced content management system based on Ruby on Rails

simple_form_ransack. SimpleForm and Ransack combined.

rsense. The most useful development tools for Ruby

Duke. Duke is a fast and flexible deduplication engine written in Java

api.parldata.eu. Visegrad+ Parliament API. Access to parliament data of Visegrad+ countries in a common data standard.

viddl-rb. An extendable commandline video downloader for flash video sites like vimeo, youtube, ...

transproc. The project was ported to dry-rb/dry-transformer

Kian. Kian is the neural network designed to serve Wikidata.

wikicloth. Ruby implementation of the MediaWiki markup language.

ontology-tracker. Here we keep track of modification requests in the DBpedia Ontology

gem-shut-the-fuck-up. Gem SHUT THE FUCK UP

SimonSays. 💂 Simple, declarative, role-based access control system for Rails and Ruby

wikidata-mapper. Automated Wikidata mappings to DBpedia ontology GSoC 2014 Project

openpkw. Ogólny opis systemu, dokumentacja

params_for. Rails controller param validation using the ActiveModel power.

bibtex-ruby. A BibTeX library, parser, and converter for Ruby.

wordnet. Lexical database of any language

hanami. A flexible framework for maintainable Ruby apps

crfpp. Conditional Random Fields for Ruby

PL-Wiktionary-To-Dictionary. Parses Polish wiktionary and creates simple dictionaries of foreign languages (e.g. English) to Polish and vice versa.

hanami-view. Views, templates and presenters for Ruby web applications

hanami-router. Ruby/Rack HTTP router

tupelo. A distributed, transactional tuplespace for polyglot computation and storage.

rdf. RDF.rb is a pure-Ruby library for working with Resource Description Framework (RDF) data.

gus-importer. Simple gem for extracting data from gus XML: http://www.stat.gov.pl/PI_gus/teryt_struktury/ulic.htm

foundation-sites. The most advanced responsive front-end framework in the world. Quickly create prototypes and production code for sites that work on any kind of device.

rr. RR is a test double framework that features a rich selection of double techniques and a terse syntax. ⛺

inherited_resources. Ruby

bluepill. simple process monitoring tool

diaspora. A privacy-aware, distributed, open source social network.

algorithms. Ruby algorithms and data structures. C extensions

statsample. A suite for basic and advanced statistics on Ruby.

wikipediaminer. An open source toolkit for mining Wikipedia

ruby-readability. Port of arc90's readability project to Ruby

slop. Simple Lightweight Option Parsing - ✨ new contributors welcome ✨

vim-orgmode. Text outlining and task management for Vim based on Emacs' Org-Mode

dependor. Simple Dependency Injection/Service Locator framework for Rails-like applications.

bogus. Fake library for Ruby

toml-parslet. Ruby TOML parsing library using Parslet. Written as an learning / teaching exercise for a series of blog posts

identity_cache. IdentityCache is a blob level caching solution to plug into Active Record. Don't #find, #fetch!

ress. A gem for building mobile optimized Rails applications using semantic, media query-based device detection and server side component optimization.

gesetze. Bundesgesetze und -verordnungen

gaminator_examples. HackKRK #11 starter code

graph-rank. Ruby implementation of the PageRank and TextRank algorithms.

activepesel. Simple, ORM agnostic PESEL (Polish Personal ID Number) validator and personal data extractor

polish-open-source. Rank of the Polish open source users, organizations, repositories, packages and programming languages.

synat-accessibility. UJ KLK contribution to SYNAT project, help system mock with accessibility features for persons with visual disabilities.

open-data-tech-review.

open_nlp. JRuby tools wrapper for Apache OpenNLP

ruby_decorators. Ruby method decorators inspired by Python.

tf-idf-similarity. Ruby gem to calculate the similarity between texts using tf*idf

scalpel. A fast and accurate rule-based sentence segmentation tool for Ruby.