Tom Runia's starred repositories

pyinstrument

🚴 Call stack profiler for Python. Shows you why your code is slow!

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stats

macOS system monitor in your menu bar

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pylance-release

Documentation and issues for Pylance

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nerfplusplus

improves over nerf in 360 capture of unbounded scenes

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siren

PyTorch implementation of Sinusodial Representation networks (SIREN)

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torch_videovision

Transforms for video datasets in pytorch

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fourier-feature-networks

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

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detr

End-to-End Object Detection with Transformers

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gitbatch

manage your git repositories in one place

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paig

Code for the paper Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video

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projectile

An artist-friendly tool for throwing stuff around inside Blender

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STOVE

Structured Object-Aware Physics Prediction for Video Modeling and Planning

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numpy-ml

Machine learning, in numpy

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Visual-Interaction-Networks

A PyTorch implementation of visual interaction networks

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Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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vaesbd

Variational Autoencoder with Spatial Broadcast Decoder

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monet

An implementation of the MONet model for unsupervised scene decomposition in PyTorch

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interpretable-intuitive-physics-model

Code for ECCV2018 paper: "Interpretable Intuitive Physics Model"

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neural_renderer

A PyTorch port of the Neural 3D Mesh Renderer

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trax

Trax — Deep Learning with Clear Code and Speed

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PyFleX

Customized Python APIs for NVIDIA FleX

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DPI-Net

[ICLR 2019] Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids

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physics_prediction

Codes for paper "Flexible Neural Representation for Physics Prediction".

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c-swm

Contrastive Learning of Structured World Models

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cerebro

🔵 Cerebro is an open-source launcher to improve your productivity and efficiency

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DIB-R

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

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keeweb

Free cross-platform password manager compatible with KeePass

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MacPass

A native macOS KeePass client

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hydra

Hydra is a framework for elegantly configuring complex applications

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