Tflearn Versions Save

Deep learning library featuring a higher-level API for TensorFlow.

0.5.0

3 years ago

Major changes:

  • TensorFlow 2.3.0 support
  • Refactoring source to use tf.compat.v1

Minor changes:

  • Update documentation
  • Various bug fix

0.3.2

6 years ago

Major changes:

  • TensorFlow 1.2.0 support

Minor changes:

  • GAN and DCGAN examples
  • SELU activation
  • Weighted Cross-Entropy
  • Various bug fix

0.3.1

6 years ago

Minor changes:

  • Grouped Convolution support (depthwise conv).
  • VAE and ResNeXt Examples.
  • New optimizers.
  • New activation functions.
  • Various bug fix.

0.3.0

7 years ago

Major changes:

  • TensorFlow 1.0 compatibility

Minor changes:

  • Documents refactoring.
  • Inception-ResNet-v2 Example.
  • CIFAR-100 Dataset.
  • Added time monitoring.
  • Various bug fix.

0.2.2

7 years ago
  • Support for 3D conv ops
  • New layers: time_distributed, l2_normalize
  • RNNs support for batch norm
  • Added an option to save the best model
  • Seq2seq and Reinforcement learning examples
  • Beginner tutorial
  • Others minor changes
  • Various bug fix

0.2.1

7 years ago
  • Various bug fix
  • State of the art result for Residual Networks
  • FCN objective & Upscore layer

0.1.0

7 years ago

Initial release

0.2.0

7 years ago

Major changes:

  • DataFlow: A data pipeline for faster computing.
  • Data Augmentation and data preprocessing support.
  • Layers now support any custom function as parameter.
  • Basic tests.
  • Highway network architecture.
  • AUC objective function.
  • New examples.

Minor changes:

  • Residual net fix.
  • Notebook display issues fix.
  • Datasets fix.
  • Various other bugs fix.
  • More exceptions.