Show notes
ShownotesIn this episode of Pain Points and Pull Requests, Fatimah and Carla give an intro to Long Short-Term Memory models and some of their useful applications. In addition to breaking down some concepts, they give an overview of a fun project they completed, generating valentines day messages using PyTorch and LSTMs. Timestamps2:14 An intro to LSTMs10:20 Applications of LSTMs12:10 Generating Valentines Day messages using PyTorch and LSTMs Extra ResourcesWhy use LSTMs?https://www.carlaleal.net/post/a-blogUnderstanding LSTM networkshttps://colah.github.io/posts/2015-08-Understanding-LSTMs/Text Generation Tutorial with PyTorchhttps://www.kdnuggets.com/2020/07/pytorch-lstm-text-generation-tutorial.htmlValentines Day Message Generatorhttps://github.com/CarlaLeal/valentines-message-generator