Pytorch ToolbeltPyTorch extensions for fast R&D prototyping and Kaggle farming
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pytorch-cifar-model-zooImplementation of Conv-based and Vit-based networks designed for CIFAR.
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aitlasAiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
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kaggle-berlinMaterial of the Kaggle Berlin meetup group!
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AutoXAutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.
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fast retrainingShow how to perform fast retraining with LightGBM in different business cases
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subwAIScripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification
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UniFormer[ICLR2022] official implementation of UniFormer
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Image-ClassificationPre-trained VGG-Net Model for image classification using tensorflow
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head-network-distillation[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"
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imannotateImage annotation tool to make Machine Learning or others stuffs
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Maix-LogoClassifierA simple logo classifier developed using Maixduino framework and PlatfomIO, to run on K210 MCU on Sipeed's Maix dev board.
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PyramidnetPytorch implementation of pyramidnet
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Kaggle-Avito-NNThe 18th Place Solution to Avito Demand Prediction Challenge
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Artificial Intelligence Deep Learning Machine Learning TutorialsA comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
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Skin Lesions Classification DCNNsTransfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification
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mybabeMyBB CAPTCHA Solver using Convolutional Neural Network in Keras
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StoreItemDemand(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.
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MixNet-PyTorchConcise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights.
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shake-drop pytorchPyTorch implementation of shake-drop regularization
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CV本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络,图像生成网络等,并会持续更新!!!
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Tensorflow-Dog-Breed-ClassifierTensorflow Image classifier that can predict the breed of a dog from it photo. Trained on image dataset of 5 different breed of dogs (rottweiler, bulldog, pug, german shepherds, labrador). Interestingly the classifier was able to predict the breed of the dogs even from images of their toys.
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LibFewShotLibFewShot: A Comprehensive Library for Few-shot Learning.
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metric-transfer.pytorchDeep Metric Transfer for Label Propagation with Limited Annotated Data
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chitraA multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
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Data-ScienceUsing Kaggle Data and Real World Data for Data Science and prediction in Python, R, Excel, Power BI, and Tableau.
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Quantitative-Big-Imaging-2018(Latest semester at https://github.com/kmader/Quantitative-Big-Imaging-2019) The material for the Quantitative Big Imaging course at ETHZ for the Spring Semester 2018
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SCL📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).
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Paper-NotesPaper notes in deep learning/machine learning and computer vision
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dku-kaggle-class단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료
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docker-kaggle-ko머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.
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catacombThe simplest machine learning library for launching UIs, running evaluations, and comparing model performance.
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ToxicToxic Comment Classification Challenge
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kaggle-champsCode for the CHAMPS Predicting Molecular Properties Kaggle competition
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sinkhorn-label-allocationSinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.
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KerasUIUI for Keras to implement image classification written in python and django
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Kaggle HpaCode for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
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NyaggleCode for Kaggle and Offline Competitions
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Fill-the-GAP[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle
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Kaggle-Quora-Question-PairsThis is our team's solution report, which achieves top 10% (305/3307) in this competition.
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