https://github.com/mafda/generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

ccgan ccgans cgan cgans cifar-10 cifar10 conda-environment dcgan gan gans generative-adversarial-network generative-adversarial-networks jupyter-notebook keras lsgan lsgans mnist mnist-dataset tensorflow wgan

Last synced: 09 Apr 2025

https://github.com/mafda/augmented_reality_101

Introduction to Augmented Reality (AR) with Python 3 and OpenCV 4.2.

augmented-reality opencv opencv-python python3

Last synced: 15 Apr 2025

https://github.com/mafda/python_best_practices

How to make your code shine with isort, Black, Flake8, and Pylint. Guidelines and best practice suggestions on how to write Python code.

best-practices black clean-code flake8 formatter good-practices isort linting pep8 pep8-checker pylint python python-best-practices python-clean-code styleguide

Last synced: 15 Apr 2025

https://github.com/mafda/ml_with_fastapi_and_streamlit

Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging Face and Docker

classification-model data-science data-visualization docker docker-compose dockerfile fastapi huggingface machine-learning ml-app mnist-classification pretrained-models streamlit streamlit-application

Last synced: 15 Apr 2025

https://github.com/mafda/knee_oa_dl_app

Web app to predict knee osteoarthritis grade using Deep Learning and Streamlit

convolutional-neural-networks data-science deep-neural-networks knee-osteoarthritis knee-osteoarthritis-analysis ml-app ml-application streamlit x-ray-images

Last synced: 25 Oct 2025

https://github.com/mafda/deep_learning_101

Introduction to the basic notions that involve the concept of Machine Learning and Deep Learning. Linear Regression, Logistic Regression, Artificial Neural Networks, Deep Neural Networks, Convolutional Neural Networks.

artificial-neural-networks cnn-keras conda-environment convolutional-neural-networks deep-learning deep-neural-networks keras linear-regression logistic-regression machine-learning mnist neural-network python tensorflow

Last synced: 13 Jun 2025

https://github.com/mafda/ux_tools

A brief introduction to User Experience - UX. A list of the main UX tools and methods: Strategy, Ideas, Planning, Validation, Design, Metrics, and Launch!

ux ux-design ux-methods ux-tools

Last synced: 19 Mar 2026

https://github.com/mafda/git_101

Brief introduction to Git. List of some of the basic version control commands.

first-steps git github version-control

Last synced: 18 May 2026

https://github.com/mafda/ux_design_sprint

A brief introduction to User Experience - UX Work Process. One of the main UX methodologies: Design Sprint!

design-sprint user-experience ux ux-design-sprint ux-work-process

Last synced: 19 Mar 2026

https://github.com/mafda/ux_lean

A brief introduction to User Experience - UX Work Process. LEAN UX is based on Design Thinking, Agile Methodology, and Lean Startup.

agile-methodologies design-thinking lean-startup lean-ux scrum user-experience ux

Last synced: 19 Mar 2026

https://github.com/mafda/plataforma_mapas_lma

[pt-BR] Desenvolvimento de um sistema de localização híbrido para navegação autônoma de veículos terrestres em ambiente simulado.

fem lma master-thesis python unicamp vilma

Last synced: 04 Jun 2026

https://github.com/mafda/disaster_response_pipeline

This project involves developing an ETL pipeline integrated with supervised learning and grid search to classify text messages sent during disaster events. It includes an ML pipeline and a web app designed to categorize disaster response messages in real time using NLP techniques

data-engineering data-science etl-pipeline flask-application grid-search-hyperparameters nlp-keywords-extraction nlp-machine-learning supervised-machine-learning

Last synced: 22 Apr 2026

https://github.com/mafda/seattle_airbnb_data_analysis

This repository contains a comprehensive analysis of the Seattle Airbnb dataset, conducted using the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology.

crisp-dm data-analysis data-science jupyter-notebook pandas-python seattle-data

Last synced: 29 May 2026

https://github.com/mafda/regex_101

A regular expression is a sequence of characters that define a search pattern.

python3 regex regular-expression

Last synced: 11 Sep 2025

https://github.com/mafda/mafda

✨special ✨ repository

Last synced: 10 Mar 2026

https://github.com/mafda/django_employees

Employees App is a project where you can realize an open search or visualize the employees' list. You can also create new employees and choose the interface idiom

css django django-project html python3

Last synced: 02 May 2026

https://github.com/mafda/nlw_ecoleta

[pt-BR] Ecoleta - Projeto construido durante a Next Level Week da RocketSeat

css html javascript nodejs react react-native reactjs typescript

Last synced: 08 Apr 2026

https://github.com/mafda/django_project_101

'Blog' developed with Django and Bootstrap as part of the online course Python and Django Full Stack Web Developer Bootcamp

bootstrap css django django-project html javascript python

Last synced: 11 Apr 2026

https://github.com/mafda/dashboard

Front-end Challenge - Responsive single page dashboard with sliding side nav in pure HTML + CSS + JS (without using any development framework/library).

css css-flexbox css-grid css-grid-layout html html-css-javascript javascript

Last synced: 26 May 2026

https://github.com/mafda/nlw_proffy

nodejs react react-native reactjs typescript

Last synced: 11 Apr 2026

https://github.com/mafda/starter_js

[pt-BR] Solução dos desafios JavaScript propostos durante o Curso Starter da RocketSeat.

javascript javascript-es6 nodejs react-native reactjs

Last synced: 11 Apr 2026

https://github.com/mafda/mafda.github.io

personal website based on jekyll theme.

engineer jekyll jekyll-website multimedia web website

Last synced: 28 May 2026

https://github.com/mafda/spotcode

[pt-BR] Aplicação: SpotCode desenvolvida com Ruby on Rails e React, na Semana Super Full Stack da OneBitCode.

css html javascript reactjs ruby ruby-on-rails

Last synced: 12 Apr 2026

https://github.com/mafda/be_the_hero

[pt-BR] Aplicação "Be The Hero" desenvolvida com NodeJS, ReactJS e ReactNative, na semana OmniStack 11 da RocketSeat.

css html insomnia javascript nodejs react react-native reactjs

Last synced: 12 Apr 2026

https://github.com/mafda/pokemon_store

Pokémon Store is a shopping cart project to purchase wild Pokémon. It was developed using the ReactJS framework.

html-css-javascript react-components react-icons react-infinite-scroll reactapp reactjs

Last synced: 31 May 2026

https://github.com/mafda/lightweight_fine_tuning_project

This repository provides a Jupyter notebook demonstrating parameter-efficient fine-tuning (PEFT) with LoRA on Hugging Face models.

huggingface huggingface-datasets huggingface-transformers lora peft peft-fine-tuning-llm pytorch

Last synced: 20 Apr 2026

https://github.com/mafda/dog_breed_classifier

Dog breed classifier - Udacity Deep Learning Nanodegree

classification cnn-classification jupyter-notebook resnet-50 streamlit streamlit-webapp transfer-learning vgg16-model xception-model

Last synced: 27 Apr 2026