Pinned Repositories
julia-notebooks.jl
notebooks
code for deep learning courses
Project-age-estimation-pytorch
PyTorch-based CNN implementation for estimating age from face images
Project-deit
Official DeiT repository
Project-moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
Project-tiny-diffusion
A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
Project-VQ-VAE-Images
PyTorch implementation of VQ-VAE applied on CIFAR10 dataset
quiz
slides
slides about deep learning
website
code for the website
dataflowr's Repositories
dataflowr/julia-notebooks.jl
dataflowr/convfirst.jl
Convolutions from first principles
dataflowr/Project-augmented-neural-odes
Pytorch implementation of Augmented Neural ODEs :sunflower:
dataflowr/Project-calibration-temperature_scaling
A simple way to calibrate your neural network.
dataflowr/Project-CLIP
Contrastive Language-Image Pretraining
dataflowr/Project-DL-Seq2Seq
Implementation of papers on Deep Seq2seq learning using Pytorch.
dataflowr/Project-Domain-Specific-BatchNorm
Official Implementation of "Domain Specific Batch Normalization for Unsupervised Domain Adaptation (CVPR2019)"
dataflowr/Project-graph_neural_net
Expressive Power of Invariant and Equivariant Graph Neural Networks (ICLR 2021)
dataflowr/Project-obsnet-uncertainty-segmentation
dataflowr/Project-odin-out-ouf-distribution-detection
A simple and effective method for detecting out-of-distribution images in neural networks.
dataflowr/Project-self-attentive-sentence-embedding
mini-project based on https://arxiv.org/abs/1703.03130
dataflowr/Project-Tent-Test-Time-Domain-Adaptation
ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization
dataflowr/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.