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    43 repositories

    • notebooks

      Public
      code for deep learning courses
      deep-learningtutorialspytorch
      Jupyter Notebook
      •
      Apache License 2.0
      •308•1.1k•0•0•Updated Jul 11, 2024Jul 11, 2024

    • website

      Public
      code for the website
      franklindeep-learningjulia
      CSS
      •
      Apache License 2.0
      •8•68•0•0•Updated Jul 11, 2024Jul 11, 2024

    • Project-vit-explain

      Public
      Explainability for Vision Transformers
      Python
      •
      MIT License
      •97•0•0•1•Updated Mar 14, 2024Mar 14, 2024

    • Project-evaluating-bayesian-deep-learning

      Public
      Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.
      Python
      •
      MIT License
      •30•0•0•0•Updated Feb 28, 2024Feb 28, 2024

    • Project-VQ-VAE-Images

      Public
      PyTorch implementation of VQ-VAE applied on CIFAR10 dataset
      Python
      •
      MIT License
      •7•1•0•1•Updated Mar 14, 2023Mar 14, 2023

    • Project-Crowd-Counting-C-3-Framework

      Public
      An open-source PyTorch code for crowd counting
      Python
      •
      MIT License
      •200•0•0•1•Updated Mar 14, 2023Mar 14, 2023

    • Project-hlb-CIFAR10

      Public
      Train to 94% on CIFAR-10 in less than 10 seconds on a single A100, the current world record. Or ~95.77% in ~188 seconds.
      Python
      •
      Apache License 2.0
      •75•0•0•1•Updated Mar 8, 2023Mar 8, 2023

    • Project-nerf-pytorch

      Public
      A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
      Python
      •
      MIT License
      •1.1k•0•0•0•Updated Feb 7, 2023Feb 7, 2023

    • Projetc-deep_gcns_torch

      Public
      Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
      Python
      •
      MIT License
      •155•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-normalizing-flows

      Public
      PyTorch implementation of normalizing flow models
      Python
      •
      MIT License
      •105•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-tiny-diffusion

      Public
      A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
      Jupyter Notebook
      •54•1•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-pytorch-ddpm

      Public
      Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models
      Python
      •
      Do What The F*ck You Want To Public License
      •62•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-attention_flow

      Public
      Jupyter Notebook
      •28•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-LOST

      Public
      Pytorch implementation of LOST unsupervised object discovery method
      Python
      •
      Other
      •26•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-patchcore-inspection

      Public
      Python
      •
      Apache License 2.0
      •150•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-diwa

      Public
      DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization
      Python
      •
      Apache License 2.0
      •6•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-PODA

      Public
      Official implementation of "PODA: Prompt-driven Zero-shot Domain adaptation"
      Python
      •
      Apache License 2.0
      •11•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-side-tuning

      Public
      sidetuning.berkeley.edu
      Python
      •
      MIT License
      •4•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-Acoustic-Scene-Classification-DCASE

      Public
      Python
      •
      Other
      •6•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • quiz

      Public
      1•2•0•1•Updated Jan 10, 2023Jan 10, 2023

    • slides

      Public
      slides about deep learning
      HTML
      •
      Apache License 2.0
      •2•5•1•0•Updated Jan 10, 2023Jan 10, 2023

    • Project-age-estimation-pytorch

      Public
      PyTorch-based CNN implementation for estimating age from face images
      Python
      •86•4•3•2•Updated Mar 9, 2022Mar 9, 2022

    • Project-Neural-Bootstrapper

      Public
      Neural Bootstrapper (NeuBoots)
      Python
      •
      MIT License
      •4•0•0•0•Updated Mar 1, 2022Mar 1, 2022

    • Project-backgrounds-challenge

      Public
      Python
      •16•0•0•0•Updated Mar 1, 2022Mar 1, 2022

    • Project-deit

      Public
      Official DeiT repository
      Python
      •
      Apache License 2.0
      •554•2•0•0•Updated Mar 1, 2022Mar 1, 2022

    • Project-FixMatch

      Public
      Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
      Python
      •
      MIT License
      •170•0•0•0•Updated Feb 18, 2022Feb 18, 2022

    • Project-BitFit

      Public
      Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models
      Python
      •23•0•0•0•Updated Feb 18, 2022Feb 18, 2022

    • Project-rethinking-network-pruning

      Public
      Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
      Python
      •
      MIT License
      •293•0•1•0•Updated Feb 18, 2022Feb 18, 2022

    • Project-graphtransformer

      Public
      Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
      Python
      •
      MIT License
      •135•0•0•0•Updated Feb 18, 2022Feb 18, 2022

    • Project-moco

      Public
      PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
      Python
      •
      Other
      •780•1•0•0•Updated Feb 18, 2022Feb 18, 2022