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1. ParallelCluster-HF-BERT-Pretraining-P5 ParallelCluster-HF-BERT-Pretraining-P5 Public

   Distributed Large Language Model Pre-training Using ParallelCluster and AWS EC2 P5 Instances

   Jupyter Notebook

2. Machine-Translation-LLM-Finetuning Machine-Translation-LLM-Finetuning Public

   Fine-tune Hugging Face t5 model for machine translation

   Jupyter Notebook 2

3. DL4H-RefDNN DL4H-RefDNN Public

   Deep Learning for Healthcare. This is a deep learning reproduction study for the RefDNN cancer drug resistance prediction model.

   Jupyter Notebook

4. NLP_label_extraction NLP_label_extraction Public

   Natural Language Entity Extraction from clinical reports and Question Answering Using BERT

   Jupyter Notebook 2

5. Image_Classifier Image_Classifier Public

   An image classifier trained to recognize flower species, based on a VGG or Alexnet neural network. PyTorch transfer learning. Deployment through AWS Elastic Kubernetes Service (EKS).

   Jupyter Notebook

6. projects projects Public

   A collection of over 20 statistics/machine learning/deep learning projects, spanning computer vision, NLP, generative AI, traditional ML, clinical analysis, etc..

   Jupyter Notebook 1