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data-science icon data-science

A set of useful functions for day-to-day python datascience project.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

eye-in-the-sky icon eye-in-the-sky

Satellite Image Classification using semantic segmentation methods in deep learning

generative-ai-with-llms icon generative-ai-with-llms

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

keras-hyperparameter-tuning icon keras-hyperparameter-tuning

This code does a hyperparameter grid search on a neural network. The hyperparameters searched through are epochs, batches, and optimizers.

keras_gridsearch icon keras_gridsearch

A grid search cross validation to tune hyperparameters for deep learning with Keras.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mingpt-ddp icon mingpt-ddp

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

open-geo-tutorial icon open-geo-tutorial

Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

py4geo icon py4geo

Satellite Image Analytics and Earth Data Science Experiments in Python

text-semantic-similarity icon text-semantic-similarity

This is the repository for the code that ran the experiments presented in the following article: Introduction to Deep Similarity Learning for Sequences

turicreate icon turicreate

Turi Create simplifies the development of custom machine learning models.

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