This repository is a collection of jupyter notebooks, python programs, and writeups regarding general machine learning topics. General topics include (but not limited to)
- PyTorch
- FastAI (v2)
- Applications of DL like NLP and computer vision
- AI Essentials (sklearn/pandas)
- Rapids
- Dask
Some of the code are original notebooks. Copies of open source notebooks are provided here for ease of access
Most of the notebooks were built and tested on WML-CE version 1.7. They should run on most platforms, but not garaunteed and tested. Where applicable we provide a conda yaml file to reproduce an environment as close as possible to our tested versions. Email vanstee@us.ibm.com for support or questions. The repo is still a work in progress and we update it as new projects emerge.