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Saeid Naderiparizi's Projects

clean-fid icon clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps

clevr-dataset-gen icon clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

client icon client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

co-mod-gan icon co-mod-gan

[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

common-utils icon common-utils

A bunch of helper functions commonly used in my projects

cwvae icon cwvae

Clockwork Variational Autoencoder

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

normalizing_flows icon normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

nvae icon nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

pyprob icon pyprob

A PyTorch-based library for probabilistic programming and inference compilation

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

regnet icon regnet

Regularizing deep networks (for classification)

sacred icon sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

torch-fidelity icon torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

wgan-gp icon wgan-gp

Pytorch implementation of Wasserstein GANs with Gradient Penalty

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