Gabriel Tardochi Salles's repositories
nlp-efficient-semantic-similarity-search-with-faiss-and-gpus
Code to support my medium article (https://medium.com/@gabrieltardochi/274771d0709a) about how we can scale semantic similarity search with FAISS and GPUs.
supertriplets
SuperTriplets - Torch Supervised Metric Learning with Batch Hard Triplets Toolbox
metaflow-docker-deployment
Fully functional Metaflow metadata service, UI and datastore deployment with docker and docker-compose.
full-stack-deep-facial-recognition
Leverage Metaflow, PyTorch, AWS S3, Elasticsearch, FastAPI and Docker to create a production-ready facial recognition solution. It demonstrates the practical use of deep metric learning to recognize previously unseen faces without prior training.
olist-ecommerce-customer-satisfaction-analysis
A customer satisfaction analysis on brazilian e-commerce data using DeepLearning and visualization tools.
batch-inference-ml-recsys
Full stack machine learning recommender system using metaflow, airflow, s3, postgres
bova11-etf-stock-portfolio-eda-and-prediction
Analysing the BOVA11 exchange-traded fund stocks composition and behaviour during a set period of time.
Concluded-DataCamp-Projects
Repo to store my already completed Data Science projects at DataCamp. They tackle various different topics, such as Machine Learning, Data Cleaning, Data Analysis, etc.
covid-world-vaccination-progress
Visualizing World Immunization Predictions in a cool Map. Medium Article: https://medium.com/@gabrieltardochi/22c574e630cc
transformer-based-fine-grained-emotion-recognition
Advanced language transformers fine-tuning methods to recognize fine-grained emotions using the GoEmotions dataset.
food-delivery-chatbot-nlp-and-deep-learning
Deep Neural Network (ChatBot) deployed on heroku. Chat with It here (might take a few seconds to load): https://nlp-food-delivery-chatbot.herokuapp.com/
kaggle_birdcall_identification
Code for the Cornell Birdcall Identification competition
nlp-bert-sentiment-analysis-on-movies
Fine tuning BERT Model to classify movie reviews positivism.
nn-template
Generic template to bootstrap your PyTorch project.
numerical-algorithms
Classical math algorithms implemententations on code.
online-retail-customer-segregation
Applying cohort analysis, RFM segmentation and Machine Learning to Cluster customers and extract insights from their personas. Using ALS Algorithm to build a recommender system as well.
pytorch-img-classification-cifar10
Deep Learning image classification on the famous CIFAR10 dataset.