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asura_task1

An example solution for local ML task

celebalucid

coreset_sampling

About finding the best set of Kx1000 points in CIFAR10 for supervised learning to achieve the best validation performance.

darknet

Convolutional Neural Networks

densenet

DenseNet implementation in Keras

detr

End-to-End Object Detection with Transformers

educhat

efficientzero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

gergopool.github.io

gitignore

A collection of useful .gitignore templates

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-to-tensorflow

A tutorial on running Keras models in Tensorflow

lightly

A python library for self-supervised learning on images.

lucent

Lucid library adapted for PyTorch

lucid_tl

Visualizing & Understanding transfer learning via lucid

numpy_net

A neural network implementation in numpy

poker

Poker game

prompt-to-prompt

pytorch-cifar

95.47% on CIFAR10 with PyTorch

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)

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

senteval

A python tool for evaluating the quality of sentence embeddings.

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

splade

SPLADE: sparse neural search (SIGIR21, SIGIR22)

ssl_eval

A plug & play evaluator for self-supervised image classification.

sslic

Self-supervised image classification in PyTorch

stylegan2

StyleGAN2 - Official TensorFlow Implementation

tf-image

TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.

thundersvm

ThunderSVM: A Fast SVM Library on GPUs and CPUs

torch_resnets

Quick access for customized resnets for colab works