Gabriel Tardochi Salles's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
FasterTransformer
Transformer related optimization, including BERT, GPT
supertriplets
SuperTriplets - Torch Supervised Metric Learning with Batch Hard Triplets Toolbox
Fall-Guys-AI
Fall Guys
Applied-Deep-Learning
Applied Deep Learning Course
Lux-Design-S2
Repository for the Lux AI Challenge, season 2 (NeurIPS 23). Hosted on @kaggle
nn-template
Generic template to bootstrap your PyTorch project.
localstack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
guidance-for-machine-learning-inference-on-aws
This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It addresses the basic implementation requirements as well as ways you can pack thousands of unique PyTorch deep learning (DL) models into a scalable architecture and evaluate performance at scale
Deploy-BERT-for-Sentiment-Analysis-with-FastAPI
Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch
practical-mlops-book
[Book-2021] Practical MLOps O'Reilly Book
Gramformer
A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.