Renato Violin

next_word_prediction. Using transformers to predict next word and predict <mask> word

Question-Answering-Albert-Electra. Question Answering using Albert and Electra

bg-remove-augment. Python

Bart_T5-summarization. Summarization Task using Bart and T5 models.

xlnet. XLNet: fine tuning on RTX 2080 GPU - 8 GB

Multiple-Choice-Question-Generation-T5-and-Text2Text. Question Generation using Google T5 and Text2Text

Semantic-Search. Semantic search using Transformers and others

T5-paraphrase-generation. HTML

BERT-cpp-inference. Makefile

GAN-image-inpainting. Deep Learning technics to image inptaining

Deploying-YOLOv5-fastapi-celery-redis-rabbitmq. Python

Switch-Transformers-in-Seq2Seq. Python

go-hexagonal-shortener. Go

Deploying-Deep-Learning-Models-in-C-A-comparison-with-Python-server. Makefile

electra-squad-8GB. Fine tuning Electra large model using RTX2080 8 GB on Squad 2 dataset

webapp-StyleGAN2-ADA-PyTorch. Python

autograde-deeplearning. This projects aims to implement a auto-grade assistant capable to give a score of "correctness" between a provided answer and a target answer.

deep-reinforcement-learning. Python

django_auth_face_recognition. Django web app using face recognition to auth user.

sync_async_await_multiprocess_multithread. Python

MHPC-Natural-Language-Processing-Lectures-2020. This is the second part of the Deep Learning Course for the Master in High-Performance Computing (SISSA/ICTP).)

object_segmentation. Object segmentation using SOTA models

flickr-downloader. Python

bert-nq-python3. Bert-NQ - Google Bert for Natural Question adjusted for Python 3

go-node-python. Go

Patches-are-all-you-need-ViT-and-ConvMixer. Python

bert_sentiment_flask. Using flask API to predict the sentiment using BERT model

python_autocomplete. A simple neural network for python autocompletion

Types-of-Convolution-PyTorch. Python

golang-whatsapp-broker. Whatsapp Broker written in Go

criptografia. Exemplo de criptografia

siamese-neural-net-pytorch. Jupyter Notebook

machine_learning. Exemplos para a disciplina

RL-Soft-Actor-Critic_Pytorch. Python

qa-electra-predict. Predicting with electra model fine tuned in squad 2.0