This is a curated list of tutorials, projects, libraries, videos, papers, books and anything related to the RAPIDS. Feel free to make a pull request to contribute to this list.
- cuDF, something like Pandas on GPU
- cuML, something like Scikit-learn on GPU
- cuGraph, GPU Graph Analytics
- BlazingSQL, ETL data directly to GPU
- GPU Fractional Differencing to make time series stationary
- Using NVIDIA RAPIDS to mine Seattle Parking Data
This is based off my more long-standing established repository The Incredible PyTorch and also the newly-established The Incredible TensorFlow 2.
Do feel free to contribute!
You can raise an issue or submit a pull request, whichever is more convenient for you. The guideline is simple: just follow the format of the previous bullet point. Take note, implementations are strictly based on TensorFlow 2 onwards only.