Pinned

1. speech2phone

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

   Jupyter Notebook 1

2. cryopumps

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

   Jupyter Notebook 1

3. finite-difference

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

   Jupyter Notebook

4. research

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

   Jupyter Notebook