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DeepCTR is a Easy-to-use,Modular and Extendible package of deep-learning based CTR models along with lots of core components layers which can be used to easily build custom models. You can use any complex model with model.fit(), and model.predict(). Provide tf.keras.Model like interface for quick experiment. Provide tensorflow estimator interface for large scale data and distributed training. It is compatible with both tf 1.x and tf 2.x. With the great success of deep learning,DNN-based...

The Minkowski Engine is an auto-differentiation library for sparse tensors. It supports all standard neural network layers such as convolution, pooling, unspooling, and broadcasting operations for sparse tensors. The Minkowski Engine supports various functions that can be built on a sparse tensor. We list a few popular network architectures and applications here. To run the examples, please install the package and run the command in the package root directory. Compressing a neural network to...

Administrative User Interface for a Field Observation Server: It's a administrative web app built with Django for storing citizen science data and has support for uploading the collected data to an RESTful archive server. It has features including (1) registration of contributors; (2) a new GUI to allow scientists with minimal computer knowledge to add, sort, and delete observations; (3) support for uploading a photo to a specific observation; (4) support for displaying GPS information in...