GIT repositories, category: nlp
pretrained word embeddings (by Keras)
This script loads pre-trained word embeddings (GloVe embeddings) into a frozen Keras Embedding layer, and uses it to train a text classification model on the 20 Newsgroup dataset
#nlp #text processing #kerascounsel-chat (counsel_chat.ipynb)
This repository holds the code for working with data from counselchat.com. The scarped data are from individiuals seeking assistance from licensed therapists and their associated responses.
#llm #nlp #text processingfastText on IMDB-dataset (by Keras)
This example demonstrates the use of fasttext for text classification
#nlp #text processing #kerasLSTM text generation (by Keras)
Example script to generate text from Nietzsche's writings.
#nlp #text processing #machine learning modellingopenai-finetuning-example
This repository provides an example of fine-tuning OpenAI's GPT-4o-mini model for classifying customer service support tickets. Through fine-tuning, we are able to increase the classification accuracy from 69% to 94%.
#llm #nlp #text processingminiGPT
Minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer), both training and inference
#llm #nlp #text processing