ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Обновлено 2024-11-07 01:00:08 +03:00
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
machine-learning
data-science
causal-inference
causality
treatment-effects
bayesian-networks
causal-machine-learning
causal-models
do-calculus
graphical-models
python3
Обновлено 2024-11-06 18:53:00 +03:00
Effects for Direct3D 11 (FX11) is a management runtime for authoring HLSL shaders, render state, and runtime variables together.
Обновлено 2024-10-31 20:48:07 +03:00
Lottie-Windows is a library (and related tools) for rendering Lottie animations on Windows 10.
csharp
uwp
windows
winui
windows-10
animations
winui3
lottie
after-effects
bodymovin
lottie-windows
windows-toolkit
windows-ui-composition
Обновлено 2024-08-26 20:47:33 +03:00
Windows Composition Samples the place for getting the latest code samples and demos using Windows.UI.Xaml and Windows.UI.Composition to make beautiful Universal Windows Platform applications.
Обновлено 2024-06-11 00:17:09 +03:00
The Xamarin Community Toolkit is a collection of Animations, Behaviors, Converters, and Effects for mobile development with Xamarin.Forms. It simplifies and demonstrates common developer tasks building iOS, Android, and UWP apps with Xamarin.Forms.
Обновлено 2024-05-01 14:41:56 +03:00
A curated list of awesome Xamarin.Forms libraries and resources
Обновлено 2023-08-06 12:52:15 +03:00
Spaceship Demo - AAA Playable First person demo showcasing effects made with Visual Effect Graph and rendered with High Definition Render Pipeline
Обновлено 2023-03-03 10:47:26 +03:00
Automated tool to look for heterogeneity in causally estimated treatment effects (e.g., from an experiment) by identifying subgroups
Обновлено 2022-08-23 22:11:42 +03:00
Render After Effects animations natively on Android, iOS, MacOS and TvOS for Mobile .NET
Обновлено 2022-03-25 18:55:25 +03:00
Render After Effects animations using NoesisGUI
Обновлено 2021-09-03 13:18:26 +03:00
Post Processing Stack
Обновлено 2020-11-30 18:20:11 +03:00
Lighting effects implemented for the Adam demo: volumetric fog, area lights and tube lights
Обновлено 2018-10-16 00:38:17 +03:00
Xamarin.Forms Effect to manage the StatusBar BackgroundColor.
Обновлено 2018-09-09 14:28:05 +03:00
Lumia Imaging SDK is a comprehensive set of GPU/CPU imaging tools and effects that run on both mobile and desktop, with high speed and memory efficiency. Samples and extras code are included.
Обновлено 2015-09-30 09:32:45 +03:00
An example application demonstrating the use of the Imaging SDK for real-time image effects. The effects are applied to the stream received from the camera and shown in the viewfinder. This app does not support capturing photos.
Обновлено 2015-04-29 10:49:41 +03:00
An example application demonstrating the use of the different filters of Imaging SDK with camera photos. This example app uses the camera and displays the viewfinder for taking a picture. The taken photo is then processed with the predefined filters. The filter properties can be manipulated and the changes can be seen in the preview image immediately. The processed image can be saved in JPEG format to the device. You can also select an existing photo and apply an effect to it.
Обновлено 2015-04-29 10:48:11 +03:00