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This project builds a two-layer LSTM that forecasts daily river discharge (cumec) from rainfall and past flow — the core of f...
This project builds a character n-gram classifier with a neural network that identifies the language of any text paragraph ac...
This project fine-tunes DistilBERT on PolyAI's Banking77 benchmark (13,083 customer-service queries across 77 fine-grained in...
This project applies K-Means clustering to the classic Mall Customers dataset (200 customers) to discover five interpretable...
This project builds a convolutional neural network that screens eye photographs for cataract signs — lens clouding that scatt...
This project builds a convolutional neural network that screens frontal chest radiographs for TB-suggestive patterns, trained...
This project keeps watch over a server room's environment so a failed air-conditioner or a smouldering cable is caught before...
This project bolts a MEMS accelerometer to a rotating machine and turns vibration into a diagnosis. The controller samples vi...
This project watches the health of a power-factor-correction capacitor bank stage by stage, instead of discovering failures o...
