Frugile

stopwords

Popular stopwords for general languages - very usefull for building dictionaries, searchers or text indexes

setfit

Efficient few-shot learning with Sentence Transformers

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

mutate

A library to synthesize text datasets using Large Language Models (LLM)

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

embeddings

Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initial version of library focus on the Polish Language

youtube-search-python

🔎 Search for YouTube videos, channels & playlists. Get 🎞 video & 📑 playlist info using link. Get search suggestions. WITHOUT YouTube Data API v3.

torpedo

A simple python package to provide a TOR proxy for scraping sites

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

umap

Uniform Manifold Approximation and Projection

fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

DeBERTa

The implementation of DeBERTa

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

EasyNMT

Easy to use, state-of-the-art Neural Machine Translation for 100+ languages

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

SentEval

A python tool for evaluating the quality of sentence embeddings.

sentimentPL

Trained PyTorch models for polish language sentiment prediction based on allegro/herbert and CLARIN-PL datasets

awesome-nlp-polish

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

polish-sentence-evaluation

Evaluation of Sentence Representations in Polish

polish-nlp-resources

Pre-trained models and language resources for Natural Language Processing in Polish

zdalnie-na-pwr

Aplikacja dla studentów Politechniki Wrocławskiej, która pozwala zapanować nad linkami do zdalnych zajęć.

determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

poczuj-miete-do-reacta

Catalog.web

Simple shop using MERN stack