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Sparse Linear Library [Code]
Pytorch package that allows users to create extremely wide and sparse linear layers efficiently. Supports unstructured sparsity, static sparsity as well as a dynamic growth and pruning strategy
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Augmented Transformer for Machine Translation [Report]
Combine Part-of-Speech, predicate and word embeddings to incorporate linguistic information, experiemnt with pre-trained contextualized BERT embeddings and Syntactically informed self-attention layer
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Classifying Animal Species in Camera Trap Images [Report]
Use feature extraction, finetuning, mixup and bounding box proposals to classify animal species in camera trap images
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Visualization Tool for Large Scale Comments [Report] [Code]
Define, Empathize, Ideate, build prototype and test for creating a tool used to gather relevant product information in limited time
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Using Microsoft Azure as a Machine Learning Service [Report] [Code]
Produce user-friendly, end-to-end data science notebook tutorials that are accessible to general data science audience
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Neural networks to classify aircraft images [Report]
Bilinear CNNs for fine-grained visual classification of manufacturer and variant category of aircraft images
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