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hybrid-RL-platform
hybrid-RL-platform PublicUtilize Reinforcement Learning (RL) to address challenges in the platform environment characterized by a hybrid action space.
Python 2
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Copilot
Copilot PublicHomemade Copilot: Fine-tune LLM through LoftQ initialization and QLoRA-style training for code generation.
Jupyter Notebook
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genre_classification
genre_classification PublicCreate an ML pipeline for Genre Classification using MLflow.
Python
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DogBreedClassificationAWS
DogBreedClassificationAWS PublicUse AWS Sagemaker to train a pretrained model that can perform image classification by using the Sagemaker profiling, debugger, hyperparameter tuning and other good ML engineering practices.
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Sparkify
Sparkify PublicUtilize Apache Spark for ETL processes to prepare data, followed by the construction of a Machine Learning model for Natural Language Processing (NLP) classification. Subsequently, deploy the model…
Jupyter Notebook
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huggingface_image_classifier
huggingface_image_classifier PublicFine-tune the Vision Transformer (ViT) using LoRA and Optuna for hyperparameter search.
Python
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