Sylvain MariéAlgorithms, Predictive Modelling, Science
`python-m5p` is an implementation of the M5P algorithm compliant with scikit-learn.
Tanmoy BandyopadhyayAlgorithms, Coding / Code-Review, Parallel Programming / Async
Use Python Inter Process Communication and Synchronization techniques effectively
Mike MüllerAlgorithms, Architecture, Python fundamentals
Functions that take functions and return new functions can be fun. Python's everything-is-an-object principle at work.
Asya FrumkinAlgorithms, Computer Vision, Neural Networks / Deep Learning
I will explain my approach of detecting texts on top of an image background that are unreadable to people with visual impairment. I will explain the challenges I. encountered when using different OCR architectures for this task and talk about the solution I came up with.
Vaggelis Papoutsellis, Dr. Jakob Sauer JørgensenAlgorithms, Big Data, Math
Core Imaging Library is an open-source, object-oriented Python library for inverse problems in imaging developed by the UK academic network CCPi.
Guido ImperialeAlgorithms, Architecture, Backend, Cloud, Data Engineering, Distributed Computing, Parallel Programming / Async
The Active Memory Manager is a new experimental feature of Dask which aims to reduce the memory footprint of the cluster, prevent hard to debug out-of-memory issues, and make worker retirement more robust.
Dr. Juan OrduzAlgorithms, Predictive Modelling, Statistics
In this talk we introduce uplift modelling, a method to estimate conditional average treatment effects (CATE) using machine learning estimators.
sktime - python toolbox for time series: advanced forecasting - probabilistic, global and hierarchical
Franz KiralyAlgorithms, Predictive Modelling, Time Series
The forecasting module of sktime provides a unified, sklearn-compatible, and composable interface. This tutorial covers advanced topics in forecasting using sktime: probabilistic forecasting, and forecasting with panel data, including global/hierarchical forecasting.
Andreu MoraAlgorithms, Best Practice, Predictive Modelling
Tune in to learn how @adyen uses ML and open source over python to combat fraud and wrongdoings over large marketplaces such as @gofundme or @eBay