One model at a time.
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micrograd-from-scratch
micrograd-from-scratch PublicA tiny scalar-valued AutoGrad engine and a neural net library on top of it with PyTorch-like API made from scratch.
Jupyter Notebook
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Bitcoin-Price-Forecasting
Bitcoin-Price-Forecasting PublicThis project is an exploration of time series forecasting using cutting-edge deep learning models, including the N-BEATS architecture.
Jupyter Notebook
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Dog-Vision
Dog-Vision PublicThis TensorFlow-based machine learning project leverages transfer learning to classify dog breeds. By fine-tuning pre-trained models, it identifies canine breeds based on the given data.
Jupyter Notebook
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gpt-tokenization
gpt-tokenization PublicTokenization is the process of breaking down text into smaller units, such as words, subwords, or characters, for analysis.
Jupyter Notebook
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PubMed-RCT-Sentence-Classifier
PubMed-RCT-Sentence-Classifier PublicThis project replicates research from two key papers focused on sequential sentence classification in medical abstracts, utilizing the PubMed 200k RCT dataset.
Jupyter Notebook 1
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