mafda/python_best_practices

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mafda/python_best_practices

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

generative_adversarial_networks_101

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

Jupyter Notebook

augmented_reality_101

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

Jupyter Notebook

ml_with_fastapi_and_streamlit

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

knee_OA_dl_app

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

Jupyter Notebook

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.

Jupyter Notebook

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!

regex_101

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

mafda

✨special ✨ repository

git_101

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

ux_design_sprint

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

ux_lean

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