Arnaud Dhaene (arnauddhaene)

arnauddhaene

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Company:Stanford University

Location:Palo Alto, California

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Arnaud Dhaene's starred repositories

EconML

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.

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FrEIA

Framework for Easily Invertible Architectures

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composer

Supercharge Your Model Training

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nvidia-htop

A tool for enriching the output of nvidia-smi.

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batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

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torchio

Medical imaging toolkit for deep learning

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pyscript

Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2

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PyTorch-CycleGAN

A clean and readable Pytorch implementation of CycleGAN

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pydantic

Data validation using Python type hints

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addict

The Python Dict that's better than heroin.

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MONAI

AI Toolkit for Healthcare Imaging

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kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

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kornia

Geometric Computer Vision Library for Spatial AI

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streamlit-drawable-canvas

Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Streamlit? Also draws lines, circles and boxes over background images for annotation.

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onnx

Open standard for machine learning interoperability

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tag_tracking

ML based Motion Tracking and Synthetic MR Motion Image Generator

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pingouin

Statistical package in Python based on Pandas

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streamlit

Streamlit — A faster way to build and share data apps.

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histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

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aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

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opyrator

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

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pytorchviz

A small package to create visualizations of PyTorch execution graphs

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ee559-project2

EE559 - Deep Learning (EPFL), Spring 2020, Project 2

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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

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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 ;)

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