Felix Petersen (Felix-Petersen)

Felix-Petersen

Geek Repo

Company:Stanford University

Location:Stanford, CA

Home Page:petersen.ai

Twitter:@FHKPetersen

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Felix Petersen's repositories

difflogic

A Library for Differentiable Logic Gate Networks

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diffsort

Differentiable Sorting Networks

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algovision

Differentiable Algorithms and Algorithmic Supervision.

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gendr

GenDR: A Generalized Differentiable Renderer

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difftopk

Differentiable Top-k Classification Learning

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LaTeXEqChecker

A framework for checking math equations etc. in LaTeX documents and annotation of correctness.

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distquant

Distributional Quantization: Optimal and Efficient Quantization

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fork_pytorch_neural_renderer

A PyTorch port of the Neural 3D Mesh Renderer

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nvgpu

NVIDIA GPU tools - monitoring on CLI & web app with multiple agents

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AugLy

A data augmentations library for audio, image, text, and video.

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BDMC

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo

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Cpp-realtime-debug

Print evaluated booleans which are used in conditions (if, for, while...) for debug purposes.

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distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

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nevergrad

A Python toolbox for performing gradient-free optimization

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pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

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pytorch_deephash

Pytorch implementation of Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015

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ReLoss

Official implementation for paper "Relational Surrogate Loss Learning", ICLR 2022

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SoftRas

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

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test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

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vision

Datasets, Transforms and Models specific to Computer Vision

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