Mírian Silva's repositories
heat-diffusion-equation
Finite-Difference Approximations to the Heat Equation. Implementation of schemes: Forward Time, Centered Space; Backward Time, Centered Space; Crank-Nicolson.
ai-fairness
Notes, references and materials on AI Fairness that I found useful and helped me in my academic research.
lorenz-attractor-chaos-theory
Evaluating the Lorenz Attractor using Runge-Kutta, Predictor-Corrector and Euler methods.
opencv-with-flask-and-react
Frontend application created using react, for a video stream using OpenCV and a Flask web server.
machine-learning-studies
Machine Learning studies. Current approaches: Data processing, model training, evaluation performance and parameter adjustment for better performance.
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.
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.
data-science-ml-books
Data Science & Machine Learning Books that people should read. Currently my personal reading list.
differential-privacy
Notes, references, and materials about Differential Privacy that I found useful for my research. Recommendations are welcome.
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.
numerical-methods-ODEs
Algorithms used in classes. Numerical methods for ordinary differential equations.
college-code-assignments
College assignment of the disciplines of Algorithms and Data Structures (AEDS). Federal University of Minas Gerais
data-structures
Data Structures implemented in Python, C and C++.
mathematical-biology
Mathematical models in population biology. Repo for my 'Population Dynamics' college assignment.
online-judge-problems
URI, UVA, SPOJ. Problems solved, submitted and accepted in online judges.
santander-customer-transaction-prediction
Kaggle Competition. Dataset Analysis, Model evaluation using lgbm. Flask REST API for model prediction.
web-application
A Bank Account Management Simulation using (MEN) MongoDB, Express.js and Node.js. Created from scratch and published using heroku.
ads1-notebooks
Copies of notebooks used in the practical sessions for Algorithms for DNA Sequencing
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.
code-challenges
Solved problems of competitions and code challenges. Submitted and accepted in online judges: HackerRank, Lettcode, URI, Codeforces, SPOJ.
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."
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.
numerical-linear-algebra
Implementations for Singular Value Decomposition Algorithms and eigenvalues calculation. Implementations using Julia lang.
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).
titanic-kaggle-competition
Friendly beginner Titanic dataset analysis, used on Guided Project available on Coursera.
unitxt-lm-evaluation-harness
A framework for few-shot evaluation of language models.