Leftice

Leftice's Stars

• deepparrot/EfficientNet-PyTorch

  A PyTorch implementation of EfficientNet

  Language:Python1

• kaidic/LDAM-DRW

  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

  Language:Python646117

• osmr/imgclsmob

  Sandbox for training deep learning networks

  Language:Python3k563

• Cadene/pretrained-models.pytorch

  Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

  Language:Python9k1.8k

• junyuseu/pytorch-cifar-models

  3.41% and 17.11% error on CIFAR-10 and CIFAR-100

  Language:Python32896

• prlz77/ResNeXt.pytorch

  Reproduces ResNet-V3 with pytorch

  Language:Python509119

• ondyari/FaceForensics

  Github of the FaceForensics dataset

  Language:Python2.4k542

• jcgy/sprinkles

  Image augmentation function - fast.ai

  Language:Python91

• digantamisra98/Mish

  Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

  Language:Jupyter Notebook1.3k130

• ceciliaresearch/MixedExample

  Language:Python172

• oguiza/fastai_extensions

  Code you can use jointly with fastai

  Language:Jupyter Notebook937

• fastai/imagenette

  A smaller subset of 10 easily classified classes from Imagenet, and a little more French

  Language:Jupyter Notebook98174

• google/brain-tokyo-workshop

  🧠🗼

  Language:Jupyter Notebook1.3k334

• tensorflow/neural-structured-learning

  Training neural models with structured signals.

  Language:Python984190

• eriklindernoren/ML-From-Scratch

  Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

  Language:Python24k4.6k

• soumendukrg/BME595_DeepLearning

  This repository is for all homeworks and project under the course BME 595: Deep Learning in Purdue University

  Language:Python89

• benedekrozemberczki/awesome-graph-classification

  A collection of important graph embedding, classification and representation learning papers with implementations.

  Language:Python4.8k742

• OATML/bdl-benchmarks

  Bayesian Deep Learning Benchmarks

  Language:Jupyter Notebook66394

• MadryLab/robustness

  A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

  Language:Jupyter Notebook917181

• weiaicunzai/pytorch-cifar100

  Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

  Language:Python4.3k1.2k

• zzd1992/Adversarial-Defense-by-Suppressing-High-Frequencies

  An efficient adversarial defense method with strong insights which won the fifth place of the IJCAI-2019 Alibaba Adversarial AI Challenge.

  Language:Python113

• thunlp/GNNPapers

  Must-read papers on graph neural networks (GNN)

  16k3k

• deepgenerativemodels/notes

  Course notes

  Language:CSS621131

• dennybritz/reinforcement-learning

  Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

  Language:Jupyter Notebook20.6k6k

• rougier/matplotlib-cheatsheet

  Matplotlib 3.1 cheat sheet.

  Language:Python2.9k401

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.4k3.4k

• bearpaw/pytorch-classification

  Classification with PyTorch.

  Language:Python1.7k563

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.3k4.8k

• rasbt/python-machine-learning-book-2nd-edition

  The "Python Machine Learning (2nd edition)" book code repository and info resource

  Language:Jupyter Notebook7.1k2.8k

• hysts/pytorch_cutmix

  A PyTorch implementation of CutMix

  Language:Python522