ksopyla

ksopyla's Stars

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python36.5k3482.9k4.2k

• facebookresearch/fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  Language:Python31.2k4224.2k6.5k

• sebastianruder/NLP-progress

  Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

  Language:Python22.8k1.3k1013.6k

• jina-ai/serve

  ☁️ Build multimodal AI applications with cloud-native stack

  Language:Python21.5k2151.9k2.2k

• mlflow/mlflow

  Open source platform for the machine learning lifecycle

  Language:Python20k3074.1k4.4k

• pytorch/text

  Models, data loaders and abstractions for language processing, powered by PyTorch

  Language:Python3.5k332805812

• susanli2016/NLP-with-Python

  Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

  Language:Jupyter Notebook2.8k159342k

• Machine-Learning-Tokyo/Interactive_Tools

  Interactive Tools for Machine Learning, Deep Learning and Math

  2.7k841317

• gordicaleksa/pytorch-GAT

  My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

  Language:Jupyter Notebook2.5k4714335

• PetrochukM/PyTorch-NLP

  Basic Utilities for PyTorch Natural Language Processing (NLP)

  Language:Python2.2k5469256

• Mimino666/langdetect

  Port of Google's language-detection library to Python.

  Language:Python1.8k2479204

• nlpyang/PreSumm

  code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

  Language:Python1.3k18235464

• microsoft/fastformers

  FastFormers - highly efficient transformer models for NLU

  Language:Python704171853

• google-research/lasertagger

  Language:Python604221992

• microsoft/fastseq

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

  Language:Python432122538

• HHousen/TransformerSum

  Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

  Language:Python42955258

• vector-ai/vectorai

  Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

  Language:Python31291741

• graykode/ALBERT-Pytorch

  Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)

  Language:Python2267652

• rish-16/sight

  👁 Sightseer: TensorFlow library for state-of-the-art Computer Vision and Object Detection models

  Language:Python20610219

• Kungbib/swedish-bert-models

  14021118

• jina-ai/jina-hub

  An open-registry for hosting Jina executors via container images

  Language:Python1083436048

• musixmatchresearch/umberto

  UmBERTo: an Italian Language Model trained with Whole Word Masking.

  Language:Python104891

• sdadas/polish-roberta

  RoBERTa models for Polish

  Language:Python8610913

• marcopoli/AlBERTo-it

  AlBERTo the first italian BERT model for Twitter languange understanding

  Language:Jupyter Notebook72366

• kldarek/polbert

  Polish BERT

  Language:Jupyter Notebook708010

• nurpeiis/LeakGAN-PyTorch

  A simple implementation of LeakGAN in PyTorch

  Language:Python632323

• ipipan/spacy-pl

  Language:Python509128

• pgorecki/django-cancan

  🔓Authorization library for Django

  Language:Python39533

• Ermlab/PoLitBert

  Polish RoBERTA model trained on Polish literature, Wikipedia, and Oscar. The major assumption is that quality text will give a good model.

  Language:Python341123

• sdadas/polish-sentence-evaluation

  Evaluation of Sentence Representations in Polish

  Language:Python22803