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conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cv-datasets

A list of datasets used in computer vision

filamentdetection

gnnpapers

Must-read papers on graph neural networks (GNN)

hexapod

intro_python

Material para introducción a programación en Python.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

mlalgorithms

Minimal and clean examples of machine learning algorithms

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

nyu-dlsp21

NYU Deep Learning Spring 2021

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

professional-programming

A collection of learning resources for curious software engineers

python-template

Python project and library template for clean, reliable, open-source projects.

pythonrobotics

Python sample codes for robotics algorithms.

slambook-en

The English version of 14 lectures on visual SLAM.

software-dev-for-mlops-101

Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.

syllabus

Repositorio principal del curso

syllabus-1

Repositorio oficial del curso IIC2233 Programación Avanzada

umwpl2021

The repository of the course "Machine Learning in Drug Design" at the Jagiellonian University, Kraków, Poland. The page is hosted by the machine learning research group GMUM.

ventilator

Arduino Based Ventilator

video_streaming_with_flask_example

Video Streaming with Flask example

visualrecsys-tutorial-iui2021

Repository for the Tutorial on Visual Recommendation Systems for IUI 2021

wine

A test repository to demonstrate wandb integration with GitHub Actions for automatic metric reporting for ML models.

xvis

Toolbox for computer vision in X-ray testing