Name: Mírian Silva
Type: User
Company: @IBMResearch | @ufmg
Bio: AI Fairness MSc Student @ufmg. Computational Mathematician. AI Engineer @IBMResearch | Member of @blackinai
Twitter: mirianfrsilva
Location: Brazil
Blog: mirianfsilva.github.io
ads1-notebooks
Copies of notebooks used in the practical sessions for Algorithms for DNA Sequencing
ai-fairness
Notes, references and materials on AI Fairness that I found useful and helped me in my academic research.
aif360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
blackinai-workshop
Page made for Black in AI Workshop 2020. @blackinai
brooklyn99
Software Engineering Project: Simulation for a police precinct vehicle management.
callforcode-ibm-hackaton-2020
Call for Code Hackathon is a challenge that aims to create scalable solutions to mitigate the impact of COVID-19 or climate change using IBM Cloud solutions and services. This solution is about climate change, we call it the FoodLoop.
code-challenges
Solved problems of competitions and code challenges. Submitted and accepted in online judges: HackerRank, Lettcode, URI, Codeforces, SPOJ.
college-code-assignments
College assignment of the disciplines of Algorithms and Data Structures (AEDS). Federal University of Minas Gerais
data-science-ml-books
Data Science & Machine Learning Books that people should read. Currently my personal reading list.
data-structures
Data Structures implemented in Python, C and C++.
differential-privacy
Notes, references, and materials about Differential Privacy that I found useful for my research. Recommendations are welcome.
gmtk19
Game Jam 2019: This is a 48 hour game making marathon, focused on design, mechanics, and clever ideas. The jam runs from August 2nd, at 8PM UK time, to August 4th, at 8PM UK time.
hate-speech-analysis
Experimental analysis based on the work develop by Davidson et al. 2017. on "Automated Hate Speech Detection and the Problem of Offensive Language."
heat-diffusion-equation
Finite-Difference Approximations to the Heat Equation. Implementation of schemes: Forward Time, Centered Space; Backward Time, Centered Space; Crank-Nicolson.
ibm-generative-ai
IBM-Generative-AI is a Python library built on IBM's large language model REST interface to seamlessly integrate and extend this service in Python programs.
lm-evaluation-harness
A framework for few-shot evaluation of language models.
lorenz-attractor-chaos-theory
Evaluating the Lorenz Attractor using Runge-Kutta, Predictor-Corrector and Euler methods.
machine-learning-college-projects
Machine Learning college projects. Project I: Statistical Learning application. Project II: Deep Learning application using CNNs. Final Project: Biological Sequence Analysis using Profile HMM.
machine-learning-studies
Machine Learning studies. Current approaches: Data processing, model training, evaluation performance and parameter adjustment for better performance.
mathematical-biology
Mathematical models in population biology. Repo for my 'Population Dynamics' college assignment.
numerical-linear-algebra
Implementations for Singular Value Decomposition Algorithms and eigenvalues calculation. Implementations using Julia lang.
numerical-methods-odes
Algorithms used in classes. Numerical methods for ordinary differential equations.
online-judge-problems
URI, UVA, SPOJ. Problems solved, submitted and accepted in online judges.
opencv-with-flask-and-react
Frontend application created using react, for a video stream using OpenCV and a Flask web server.
pre-print-neurips-2019
Pre print for my poster session at NeurIPS 2019.
probabilistic-genotyping-software-materials
Probabilistic genotyping software (PGS) is used in criminal investigations to help link a genetic sample — such as a sample from crime-scene evidence — to a person of interest (POI).
santander-customer-transaction-prediction
Kaggle Competition. Dataset Analysis, Model evaluation using lgbm. Flask REST API for model prediction.
simplex-method
The Simplex method is an approach to solving linear programming models by hand using slack and pivot variables, also tableaus as a means to finding the optimal solution of an optimization problem. The current implementation uses python language.
titanic-kaggle-competition
Friendly beginner Titanic dataset analysis, used on Guided Project available on Coursera.
web-application
A Bank Account Management Simulation using (MEN) MongoDB, Express.js and Node.js. Created from scratch and published using heroku.
React
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
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
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.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
