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Yuval Ofek (yuvalofek)

yuvalofek

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Location:New York Greater Area

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Yuval Ofek's starred repositories

Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

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dask-geopandas

Parallel GeoPandas with Dask

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scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

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sewar

All image quality metrics you need in one package.

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mlops

Repository for DCA0305, an undergraduate course about Machine Learning Workflows and Pipelines

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interpretable-ml-book

Book about interpretable machine learning

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stat_rethinking_2022

Statistical Rethinking course winter 2022

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movingpandas

Movement trajectory classes and functions built on top of GeoPandas

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pyro

Deep universal probabilistic programming with Python and PyTorch

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pymc-resources

PyMC educational resources

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inside-dask

Material for Inside Dask talk | PyData DC | August 2021

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awesome-argo

A curated list of awesome projects and resources related to Argo (a CNCF graduated project)

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sktime

A unified framework for machine learning with time series

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mapshader

Simple Python GIS Web Services

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sktime-tutorial-pydata-global-2021

Introduction to sktime at the PyData Global 2021

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gpu-python-tutorial

GPU Development in Python 101 tutorial

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xarray-spatial

Raster-based Spatial Analytics for Python

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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gitpod

The developer platform for on-demand cloud development environments to create software faster and more securely.

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seaborn

Statistical data visualization in Python

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graph-deep-learning-demystified

An attempt at demystifying graph deep learning

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UQ360

Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.

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pyData-2021-Solar-PV-Modeling

Data and tools to model PV Systems

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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numpyro

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

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arviz

Exploratory analysis of Bayesian models with Python

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pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

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sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

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talks

Talks / presentations / tutorials about Fairlearn and fairness in ML

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awesome-panel-introduction

A repository containing an introduction to Panel made to be support videos and talks.

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