Pinned Repositories
airflow-ml-prediction
Running ECS task for ML prediction orchestrated by Airflow
apiGateway-sqs-lambda
Setting up an API Gateway endpoint that takes records, put them into an SQS queue that triggers an Event Source for a Lambda function.
bastionless-private-instance
Using Session Manager to access a private instance that hosts a Jupyter Notebook Server
CodeGPT
This repository contains the code and results for the performances in Python code generation of three different code generation models – CodeT5, CodeGen, and GPT-3.5
company-climate-rag-llamaindex
Eco-impact assessment tool using the Llama-Index to process Wikipedia data for query-specific, AI-powered information retrieval and analysis
COVID-19-Analysis
Disease model for analyzing the spread of COVID-19. The projects uses a SEIR model.
dashboardapp-daily-report
A dashboard web application for building your own daily report.
gradient-descent
gradient-descent is a package that contains different gradient-based algorithms. The package purpose is to facilitate the user experience when using optimization algorithms.
recommendation-system
The project's goal is to create diverse recommendation systems that predict user-item ratings
RNN-Keras
Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.
DanielDaCosta's Repositories
DanielDaCosta/airflow-ml-prediction
Running ECS task for ML prediction orchestrated by Airflow
DanielDaCosta/dashboardapp-daily-report
A dashboard web application for building your own daily report.
DanielDaCosta/energy-forecast
The repository consists of an energy forecasting model using XGboost. The dataset consists of hourly energy consumption rates in kWh for an industrial utility.
DanielDaCosta/disaster-webapp
The project consists of a Multi-Label Text Classifier project using a Random Forest Classifier with MultiOuputClassifier from Sklearn.
DanielDaCosta/airbnb-analysis
Data analysis of AirBnb website history in the city of Rio de Janeiro
DanielDaCosta/HeartDisease-Classification
Machine Learning Classification Model
DanielDaCosta/dockerized-application
Dockerizing a web application.
DanielDaCosta/zip-dependencies
Shell script to zip python dependencies when uploading them to lambda.
DanielDaCosta/DanielDaCosta
DanielDaCosta/DanielDaCosta is a special repository. Its README.md will appear on your public profile
DanielDaCosta/distributed-file-system
Emulation-based system for distributed file storage and parallel computation
DanielDaCosta/ids-deep-belief-networks
An Intrusion Detection System based on Deep Belief Networks
DanielDaCosta/prompt-learning-bias
Apply the newly emerging field of prompt engineering to identify and measure social bias in language models
DanielDaCosta/social-media-habits
DanielDaCosta/CodeGPT
This repository contains the code and results for the performances in Python code generation of three different code generation models – CodeT5, CodeGen, and GPT-3.5
DanielDaCosta/company-climate-rag-llamaindex
Eco-impact assessment tool using the Llama-Index to process Wikipedia data for query-specific, AI-powered information retrieval and analysis
DanielDaCosta/recommendation-system
The project's goal is to create diverse recommendation systems that predict user-item ratings
DanielDaCosta/ai-flashcards-generator
Parses lengthy YouTube transcripts with its Semantic Extraction Algorithm (SEA) to create flashcards
DanielDaCosta/crows-pairs
This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models" (EMNLP 2020).
DanielDaCosta/csci662-homeworks
DanielDaCosta/DanielDaCosta.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
DanielDaCosta/detoxifying-text-marco
Reproduction study of the paper "Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts"
DanielDaCosta/docusaurus-2
DanielDaCosta/FineTunedBERT-Data-Augmentation
Enhance model performance in out-of-distribution contexts using fine-tuned BERT and data augmentation. Comparative analysis showcases efficiency gains with a 40% smaller model.
DanielDaCosta/kai-ai-backend
This is the Kai Teaching Assistant ai repo.
DanielDaCosta/MarcoDetoxification
Repository for "Detoxification with MaRCo: Controllable Revision with Experts and Anti-Experts"
DanielDaCosta/mission-quizify
AI Generated Quiz Tool using Google Gemini (a large language model) AI to generate quizzes in order to make studying more efficient
DanielDaCosta/NeuralTextClassifier-Comparison
From scratch implementation of a custom Multi-Layer Feed-Forward Network. Evaluate its performance across datasets and configurations, comparing with out-of-the-shelf models.
DanielDaCosta/oa-assessment
DanielDaCosta/Text-Classification-Exploration
Explore text classification with Logistic Regression and Naive Bayes models. Implementing from scratch, we compare feature engineering techniques like Bag-of-Words, TF-IDF, and Word Embedding for accurate labeling
DanielDaCosta/twitter-dataset-socialmediahabits
Twitter dataset to analyze the social media behaviors of individuals propagating misinformation