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TtachImage Test Time Augmentation with PyTorch!
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SnaxDecentralized Social Media Overlay
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SnscrapeA social networking service scraper in Python
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Lightning FlashCollection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.
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DefactonlpDeFactoNLP: An Automated Fact-checking System that uses Named Entity Recognition, TF-IDF vector comparison and Decomposable Attention models.
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PFL-Non-IIDThe origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage…
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ChexnetA pytorch reimplementation of CheXNet
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Face Mask DetectionFace masks are crucial in minimizing the propagation of Covid-19, and are highly recommended or even obligatory in many situations. In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
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clanaCLANA is a toolkit for classifier analysis.
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CtcwordbeamsearchConnectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.
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Deep Learning Time SeriesList of papers, code and experiments using deep learning for time series forecasting
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wymlptiny fast portable real-time deep neural network for regression and classification within 50 LOC.
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NerNamed Entity Recognition
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DalexmoDel Agnostic Language for Exploration and eXplanation
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Nltweets"Our corpus is tweets."
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RwaMachine Learning on Sequential Data Using a Recurrent Weighted Average
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LabelmeImage Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
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crabberA Twitter clone written in Python + Flask with extended features and a focus on inclusivity.
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SocialhomeA federated social home
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Text classificationall kinds of text classification models and more with deep learning
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TelemanomA framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
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