loredart_nn 2.0.1
loredart_nn: ^2.0.1 copied to clipboard
Small package for creating, training and saving neural network, written in pure Dart. Supports MLPs and CNNs.
2.0.1 #
- Small fixes in README and comments
2.0.0 #
- Fully rewritten logic based on new Tensors and new backpropagation logic (implicit linear computational graph)
- Extended supported optimizers (with weight decay), layers, activation functions etc
- This version is not compatible with previous ones
Some points that still needs to be worked upon:
- progress bar for model training
- model saving (now only Json is supported)
- support for parallel computations, etc.
0.0.2+1 #
- Assets update
0.0.2 #
- Add implementation of
Minibatch Gradient Descent - Change and update DNN logs and behavior
0.0.1+2 #
- Mini update of code and format.
0.0.1 #
- Initial version. Support DNN with Dense layers, SGD optimizer, variety of activations, and losses.