pastelbelem8 Goto Github PK
Name: Catarina Belém
Type: User
Company: UCI
Bio: PhD Student @ UCI and previously a research data scientist at Feedzai
Twitter: catarinabelm
Location: Irvine, California
Name: Catarina Belém
Type: User
Company: UCI
Bio: PhD Student @ UCI and previously a research data scientist at Feedzai
Twitter: catarinabelm
Location: Irvine, California
This is the result of my master thesis on Multi-Objective Optimization. This repository is more focused towards Pareto-based optimization rather than SIngle-Objective optimization with preference articulation. We focus on time-consuming optimization routines and, as a result we focus on model-based methods to allow for faster convergence times. This is relevant for Architectural Design Optimization, which depends on time-intensive simulations (e.g. minutes, hours or even days to complete a single simulation).
BARTScore: Evaluating Generated Text as Text Generation
Clinical ML metadata specification for columns found available in MIMIC and eICU datasets after being preprocessed with the YAIB-Cohort package.
Get ready for dotfiles. Contains i3, i3blocks, rofi, dunst, picom, vim, tmux, and zsh.
Results and scripts used to reproduce the analysis reported on the 2018 paper at eCAADe, whose title is "From Design to Optimized Design: An Algorithmic Approach".
Relax! Flux is the ML library that doesn't make you tensor
Calibration of autoregressive language models.
Repository concerning the creation of a system capable of detecting handwritting and recognizing its content. This system will be applied to images involving visual elements other than just handwritting.
Khepri is an algorithmic design tool that integrates design, analysis, and optimization.
Koç University deep learning framework.
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Source code for the ACL'23 paper "Should you marginalize over possible tokenizations?"
Course materials for the Machine Learning for NLP course taught by Sameer Singh for the Cognitive Science summer school 2022.
Extract full next-token probabilities via language model APIs
Catarina's personal webpage (adapted from al-folio Jekyll template).
A Free and Open Source Python Library for Multiobjective Optimization
A Collection of Variational Autoencoders (VAE) in PyTorch.
The Generative Design Tool
Documentation for project Rosetta
Julia implementation of the scikit-learn API
Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).
Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"
Code for the StatNLP course homework.
Python package for dataset imports from UCI ML Repository
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.