diff --git a/Projects/2-Intermediate/Name-Generator.md b/Projects/2-Intermediate/Name-Generator.md new file mode 100644 index 00000000..5b42c1c6 --- /dev/null +++ b/Projects/2-Intermediate/Name-Generator.md @@ -0,0 +1,17 @@ +# Name generation using Recurrent Neural Networks + +**Tier:** 2-Intermediate + +Name Generation is nothing more than a sequence of letters that follow certain patterns to create a certain probability density for choosing the next letter in a name. +This App should utilize a RNN model with LSTM/GRUs to ensure highly likeable naming patterns + +## User Stories + +- [ ] User can specify the first 2 to 3 letters to be used for the initial name +- [ ] Use can see the generated name and use it accordingly + + +## Useful links and resources + +- [RNN for Pokemon names](https://towardsdatascience.com/generating-pok%C3%A9mon-names-using-rnns-f41003143333) +- [RNN for Dinosaur names](https://datascience-enthusiast.com/DL/Dinosaurus_Island_Character_level_language_model.html) diff --git a/README.md b/README.md index bec28154..616a58a6 100644 --- a/README.md +++ b/README.md @@ -93,6 +93,7 @@ required to complete them. | [Markdown Table Generator](./Projects/2-Intermediate/Markdown-Table-Generator.md) | Convert a table into Markdown-formatted text | 2-Intermediate | | [Math Editor](./Projects/2-Intermediate/math-editor.md) | A math editor for students to use | 2-Intermediate | | [Meme Generator App](./Projects/2-Intermediate/Meme-Generator-App.md) | Create custom memes | 2-Intermediate | +| [Name Generation using RNNs](./Projects/2-Intermediate/Name-Generator.md) | Generate names using names dataset | 2-Intermediate | | [Password Generator](./Projects/2-Intermediate/Password-Generator.md) | Generate random passwords | 2-Intermediate | | [Podcast Directory](./Projects/2-Intermediate/Podcast-Directory-App.md) | Directory of favorite podcasts | 2-Intermediate | | [QR Code Badge Generator](./Projects/2-Intermediate/QRCode-Badge-App.md) | Encode badge info in a QRcode | 2-Intermediate |