Pytorch Original TransformerMy implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
Stars: ✭ 411 (+245.38%)
Pytorch GatMy implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
Stars: ✭ 908 (+663.03%)
Linear Attention Recurrent Neural NetworkA recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
Stars: ✭ 119 (+0%)
Abstractive SummarizationImplementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
Stars: ✭ 128 (+7.56%)
Graph attention poolAttention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
Stars: ✭ 186 (+56.3%)
Csa InpaintingCoherent Semantic Attention for image inpainting(ICCV 2019)
Stars: ✭ 202 (+69.75%)
Person removerPeople removal in images using Pix2Pix and YOLO.
Stars: ✭ 96 (-19.33%)
Onnx tflite yolov3A Conversion tool to convert YOLO v3 Darknet weights to TF Lite model (YOLO v3 PyTorch > ONNX > TensorFlow > TF Lite), and to TensorRT (YOLO v3 Pytorch > ONNX > TensorRT).
Stars: ✭ 52 (-56.3%)
Attention is all you needTransformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.
Stars: ✭ 303 (+154.62%)
ImagenetTrial on kaggle imagenet object localization by yolo v3 in google cloud
Stars: ✭ 56 (-52.94%)
Da Rnn📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)
Stars: ✭ 256 (+115.13%)
Triplet AttentionOfficial PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]
Stars: ✭ 222 (+86.55%)
Yolov3 Tf2YoloV3 Implemented in Tensorflow 2.0
Stars: ✭ 2,327 (+1855.46%)
AdaptiveattentionImplementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
Stars: ✭ 303 (+154.62%)
TrainyourownyoloTrain a state-of-the-art yolov3 object detector from scratch!
Stars: ✭ 399 (+235.29%)
Mnet deepcdrCode for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"
Stars: ✭ 119 (+0%)
Defaultcreds Cheat SheetOne place for all the default credentials to assist the Blue/Red teamers activities on finding devices with default password 🛡️
Stars: ✭ 1,949 (+1537.82%)
Yolo Object DetectionYOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, we will apply the YOLO algorithm to detect objects in images.
Stars: ✭ 120 (+0.84%)
TfeatTFeat descriptor models for BMVC 2016 paper "Learning local feature descriptors with triplets and shallow convolutional neural networks"
Stars: ✭ 119 (+0%)
2018 19 Classeshttps://cc-mnnit.github.io/2018-19-Classes/ - 🎒 💻 Material for Computer Club Classes
Stars: ✭ 119 (+0%)
Tda TutorialA set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.
Stars: ✭ 120 (+0.84%)
Trimap generatorGenerating automatic trimap through pixel dilation and strongly-connected-component algorithms
Stars: ✭ 119 (+0%)
Mixmatch PytorchPytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)
Stars: ✭ 120 (+0.84%)
DepyDePy 2015 Talk
Stars: ✭ 120 (+0.84%)
Qml RgQuantum Machine Learning Reading Group @ ICFO
Stars: ✭ 120 (+0.84%)
Bayes By BackpropPyTorch implementation of "Weight Uncertainty in Neural Networks"
Stars: ✭ 119 (+0%)
Kaggle challengeThis is the code for "Kaggle Challenge LIVE" By Siraj Raval on Youtube
Stars: ✭ 119 (+0%)
CursopyladiesspCurso Introdutório de Análise de Dados Públicos
Stars: ✭ 119 (+0%)
Abstractive Text SummarizationPyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.
Stars: ✭ 119 (+0%)
AutomungeArtificial Learning, Intelligent Machines
Stars: ✭ 119 (+0%)
RobbertA Dutch RoBERTa-based language model
Stars: ✭ 120 (+0.84%)
BasketballcrawlerThis is a python module to scrape basketball-reference.com and convert various stats into usable data structures for analysis
Stars: ✭ 118 (-0.84%)
ChromaganOfficial Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization
Stars: ✭ 117 (-1.68%)
MdmA TensorFlow implementation of the Mnemonic Descent Method.
Stars: ✭ 120 (+0.84%)
Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
Stars: ✭ 120 (+0.84%)
Nestedtensor[Prototype] Tools for the concurrent manipulation of variably sized Tensors.
Stars: ✭ 119 (+0%)
Ds salary projRepo for the data science salary prediction of the Data Science Project From Scratch video on my youtube
Stars: ✭ 116 (-2.52%)
Midi DatasetCode for creating a dataset of MIDI ground truth
Stars: ✭ 118 (-0.84%)