tomassosorio

transformers

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

design-patterns-for-humans

An ultra-simplified explanation to design patterns

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

ganhacks

starter from "How to Train a GAN?" at NIPS2016

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

aws-cdk-examples

Example projects using the AWS CDK

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

nlpaug

Data augmentation for NLP

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

text

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

SegLoss

A collection of loss functions for medical image segmentation

doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language Processing

ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

torchprof

PyTorch layer-by-layer model profiler

contextualSpellCheck

✔️Contextual word checker for better suggestions

torch-stft

An STFT/iSTFT for PyTorch.

OCR_tablenet

TableNet Implementation on Pytorch

async-ml-inference

PoC with FastAPI and Celery to ML inference

sklearn-hierarchical-classification

NLPiper

NLPiper is a package that agglomerates different NLP tools and applies their transformations in the target document.

aws-s3-tools

AWS S3 tools to make your code easier

goldfish-memory

Because sometimes it is hard to remember

aws-mfa-tools

Command-line tool for MFA authentication for the AWS CLI

nlp-training