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Tensorflow - Open source software library for numerical computation using data flow graphsAn end-to-end open source platform for machine learning with a comprehensive ecosystem of tools and libraries.
skflow
Neural Turing Machine in TensorFlowTensorFlow implementation of Neural Turing Machines with LSTM controllers, supporting multiple read/write heads.
Classification on raw time series in TensorFlow with a LSTM RNNHuman Activity Recognition using TensorFlow and LSTM RNNs on smartphone sensor data to classify six movement types.
Deep stacked residual bidirectional LSTMs for HARA deep learning architecture using stacked residual bidirectional LSTM cells with TensorFlow for human activity recognition from sensor data.
Predict time seriesA TensorFlow-based educational project for learning seq2seq RNNs through signal forecasting exercises.
Hyperopt for a Keras CNN on CIFAR-100A tutorial and demo using Hyperopt to auto-optimize CNN architecture and hyperparameters for the CIFAR-100 dataset with Keras/TensorFlow.
Smoothly Blend Image PatchesA Python algorithm for smoothly blending U-Net image segmentation patches using spline interpolation and batch prediction.
Self Governing Neural Networks (SGNN): the Projection LayerA scikit-learn pipeline implementing the projection layer of Self-Governing Neural Networks (SGNN) using character n-grams and random hashing.
Neuraxle - A general-purpose ML pipelining frameworkClean Machine Learning, a Coding KataA coding exercise to refactor messy machine learning code into clean, modular pipelines using the Pipe and Filter design pattern.
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