Pinned

1. hybrid-RL-platform hybrid-RL-platform Public

   Utilize Reinforcement Learning (RL) to address challenges in the platform environment characterized by a hybrid action space.

   Python 2

2. Copilot Copilot Public

   Homemade Copilot: Fine-tune LLM through LoftQ initialization and QLoRA-style training for code generation.

   Jupyter Notebook

3. genre_classification genre_classification Public

   Create an ML pipeline for Genre Classification using MLflow.

   Python

4. DogBreedClassificationAWS DogBreedClassificationAWS Public

   Use 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.

   Jupyter Notebook 1 1

5. Sparkify Sparkify Public

   Utilize 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

6. huggingface_image_classifier huggingface_image_classifier Public

   Fine-tune the Vision Transformer (ViT) using LoRA and Optuna for hyperparameter search.

   Python