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1. speech2phone speech2phone Public

   Semi-supervised machine transcription of spoken audio into phonemes (speech units).

   Jupyter Notebook 1

2. cryopumps cryopumps Public

   Predicting semiconductor factory equipment failure. Applies piecewise linear regression followed by CNN classification.

   Jupyter Notebook 4

3. finite-difference finite-difference Public

   Wildfire modeling using PDEs and the Crank-Nicholson finite difference method.

   Jupyter Notebook

4. research research Public

   Computer vision and reinforcement learning. Style transfer, PPO on OpenAI Gym's Atari, DC-GAN for celebrity faces.

   Jupyter Notebook