MSc in Data Science and Engineering @ FEUP | Machine Learning Engineer @ Seven.One Tech Hub
crdsteixeira Goto Github PK
Name: Cátia Teixeira
Type: User
Location: Matosinhos, Portugal
Name: Cátia Teixeira
Type: User
Location: Matosinhos, Portugal
MSc in Data Science and Engineering @ FEUP | Machine Learning Engineer @ Seven.One Tech Hub
Using Dueling Deep Recurrent Q-Networks and Dueling Deep Transformer Networks to teach an AI Agent to play Space Invaders by Reinforcement Learning
Using GANs for Data Augmentation (VGAN, CTGAN, WGAN) for Classification, GANs for Anomaly Detection (WGAN) and Multi-Critic Classifier
Fanorona Game - 3 AI agent players using Minimax, AlphaBetaSearch and MonteCarloTreeSearch, 3 board size options and 3 difficulty levels.
Experimenting wit k-NN, Logistic Regression, Naive Bayes
k-means, DBSCAN, dendograms and hierarquical clustering
Computer Vision - Detecting M&M's: Homework
Some exercises using constraint programming (docplex)
Config files for my GitHub profile.
Experimenting with DNN for image classification with keras
Data Warehouse creation using Pentaho. Data analysis and insights with Power BI.
Python-SQL interface: Creating, populating, acessing/consulting/update database and visualize statistics.
IKPdb for CPython 3.x
A regression problem where ambient air polution related deaths are predicted based on particulate matter air pollutants concentration values
Scheduling Aircraft Landing problem - Mixed Integer Programming (MIP) and Constraint Programming (CP)
Experimenting with forward selection, k-folds, MLR, Ridge and Lasso
basic stuff
Audio signal processing for gender recognition
Variation of GANs that, generates realistic data that is classified with low confidence by an set of classifiers.
Migration flux throughout the years in Potugal (2008 to 2021): a visualization project
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.