Mírian Silva

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.

data-science-ml-books. Data Science & Machine Learning Books that people should read. Currently my personal reading list.

machine-learning-studies. Machine Learning studies. Current approaches: Data processing, model training, evaluation performance and parameter adjustment for better performance.

lm-evaluation-harness. A framework for few-shot evaluation of language models.

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.

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.

differential-privacy. Notes, references, and materials about Differential Privacy that I found useful for my research. Recommendations are welcome.

numerical-methods-ODEs. Algorithms used in classes. Numerical methods for ordinary differential equations.

mathematical-biology. Mathematical models in population biology. Repo for my 'Population Dynamics' college assignment.

santander-customer-transaction-prediction. Kaggle Competition. Dataset Analysis, Model evaluation using lgbm. Flask REST API for model prediction.

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.

web-application. A Bank Account Management Simulation using (MEN) MongoDB, Express.js and Node.js. Created from scratch and published using heroku.

online-judge-problems. URI, UVA, SPOJ. Problems solved, submitted and accepted in online judges.

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++.