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A deep learning framework built on an autograd engine with high level abstractions and low level control.

A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.

Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning

Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

Deep learning for medical images in R: semantic and instance segmentation, object detection, 2D and 3D, DICOM and NIfTI, one specification.

tutorials made for biologists to learn deep learning

Super Resolution for Satellite Imagery

:mega: Python library for audio augmentation

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

[IEEE OJSP'2021] "RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content", Zhengzhong Tu, Xiangxu Yu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik

A small deep-learning library to distinguish human and bot from their mouse movements.

Quant trading framework by OctoBot. Write, backtest & automate Python trading strategies like TradingView Pine Script. Work in progress.

AI crypto trading bot with deep neural network (84.9% accuracy, 25 coins). BiLSTM + Attention trained on GPU. Bybit, Binance, OKX, Gate.io. Free cloud or self-hosted.

An image classifier to classify things as huggable or not.

A lightweight, GDAL-free Python package for reading, writing, resampling, and masking GeoTIFF raster files using Numpy.

Modular Framework for ML Inference on Geospatial Data

TensorLight - A high-level framework for TensorFlow

Prototype of an intelligent safety system for detecting driver drowsiness