TFlearn is a modular and transparent deep learning library built on top of Tensorflow. It was designed to provide a higher-level API to TensorFlow in order to facilitate and speed up experimentations while remaining fully transparent and compatible with it. Easy-to-use and understand high-level API for implementing deep neural networks, with tutorials and examples. Fast prototyping through highly modular built-in neural network layers, regularizers, optimizers, and metrics. Full transparency over Tensorflow. All functions are built over tensors and can be used independently of TFLearn. Powerful helper functions to train any TensorFlow graph, with support of multiple inputs, outputs, and optimizers. Easy and beautiful graph visualization, with details about weights, gradients, activations, and more. Effortless device placement for using multiple CPU/GPU. The high-level API currently supports the most of the recent deep learning models, such as Convolutions, LSTM, BiRNN, BatchNorm, etc.

Features

  • TFLearn is based on the original tensorflow v1 graph API
  • TFLearn requires Tensorflow (version 2.0+) to be installed
  • Loss & Accuracy (multiple runs)
  • Fast prototyping through highly modular built-in neural network layers
  • Full transparency over Tensorflow
  • Powerful helper functions to train any TensorFlow graph

Project Samples

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License

MIT License

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Additional Project Details

Programming Language

Python

Related Categories

Python Libraries, Python Machine Learning Software, Python Neural Network Libraries, Python Deep Learning Frameworks

Registered

2022-07-29