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1. decision-tree-roc-analysis decision-tree-roc-analysis Public

   ROC curve comparison and hyperparameter tuning for Decision Tree classifiers on two OpenML datasets

   Python

2. distilbert-sentiment-classifier distilbert-sentiment-classifier Public

   Binary sentiment classification on movie reviews using a frozen DistilBERT encoder with a trainable Dense head

   Python

3. distilgpt2-text-generation distilgpt2-text-generation Public

   Fine-tunes DistilGPT-2 on a conversation dataset and compares base vs fine-tuned text generation

   Python

4. neural-network-regression-classification neural-network-regression-classification Public

   Comparing four feed-forward neural network architectures on regression and classification tasks using OpenML datasets

   Python

5. regression-learning-curves regression-learning-curves Public

   Learning curve comparison of KNN, Decision Tree, and Linear Regression regressors on an OpenML dataset

   Python

6. word2vec-skipgram-vs-cbow word2vec-skipgram-vs-cbow Public

   A comparative study of Word2Vec embeddings using Skip-gram and CBOW architectures, trained on Brown corpus and evaluated against Google News pre-trained vectors

   Python