diff --git a/README.md b/README.md index 93ab18b0..c2b7cf52 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,19 @@ This repository contains various demonstrations of the [Flux](http://fluxml.github.io/) machine learning library. Any of these may freely be used as a starting point for your own models. +Recommended starting points, roughly in order of increasing complexity, are as follows: + +| Model | Dataset | Features | Flux Version | +| ------------- |-------------|-----------|--------------| +| [Multi-layer perceptron](vision/mlp_mnist) | Vision: MNIST | Training loop, image display | 0.14 | +| [Convolutional LeNet](vision/conv_mnist) | Vision: MNIST | Using a GPU, saving & loading | 0.14 | + + +--- + + +# OLD README + The models are broadly categorised into the folders [vision](/vision) (e.g. large convolutional neural networks (CNNs)), [text](/text) (e.g. various recurrent neural networks (RNNs) and natural language processing (NLP) models), [games](/contrib/games) (Reinforcement Learning / RL). See the READMEs of respective models for more information. ## Usage