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1. Overheat-Forecast Overheat-Forecast Public

   Time Series Classification Model from the Fall 2024 CDSS Discovery Program at UC Berkeley

   Jupyter Notebook

2. LLM-Based-Regressor LLM-Based-Regressor Public

   simplified version of the paper replication of large language based regression model

   Jupyter Notebook

3. TransformersNumPy TransformersNumPy Public

   transformer encoder and decoder including position embeddings, MHA, and cross-attention mechanisms using NumPy.

   Jupyter Notebook

4. multi-agent-business-impact-monitoring-system multi-agent-business-impact-monitoring-system Public

   Agentic Web Application from the Spring 2025 CDSS Discovery Program at UC Berkeley

   HTML

5. ConvNetNumpy ConvNetNumpy Public

   forward and backward passes for FC, CNN, BatchNorm, and Dropout in Numpy.

   Jupyter Notebook