_toc.yml

root: index
subtrees:
- numbered: 2
  entries:
  - file: ch-parallel-computing/index
    entries:
    - file: ch-parallel-computing/computer-architecture
    - file: ch-parallel-computing/serial-parallel
    - file: ch-parallel-computing/thread-process
    - file: ch-parallel-computing/parallel-program-design
    - file: ch-parallel-computing/performance-metrics
  - file: ch-data-science/index
    entries:
    - file: ch-data-science/data-science-lifecycle
    - file: ch-data-science/machine-learning
    - file: ch-data-science/deep-learning
    - file: ch-data-science/hyperparameter
    - file: ch-data-science/python-ecosystem
  - file: ch-dask/index
    entries:
    - file: ch-dask/dask-intro
    - file: ch-dask/dask-dataframe-intro
    - file: ch-dask/dask-distributed
    - file: ch-dask/gpu
    - file: ch-dask/task-graph-partitioning
  - file: ch-dask-dataframe/index
    entries:
    - file: ch-dask-dataframe/read-write
    - file: ch-dask-dataframe/indexing
    - file: ch-dask-dataframe/map-partitions
    - file: ch-dask-dataframe/shuffle
    - file: ch-dask-dataframe/dask-case-study
  - file: ch-dask-ml/index
    entries:
    - file: ch-dask-ml/preprocessing
    - file: ch-dask-ml/hyperparameter
    - file: ch-dask-ml/distributed-training
  - file: ch-ray-core/index
    entries:
      - file: ch-ray-core/ray-intro
      - file: ch-ray-core/remote-function
      - file: ch-ray-core/remote-object
      - file: ch-ray-core/remote-class
  - file: ch-ray-cluster/index
    entries:
      - file: ch-ray-cluster/ray-cluster
      - file: ch-ray-cluster/ray-resource
      - file: ch-ray-cluster/ray-job
  - file: ch-ray-data/index
    entries:
    - file: ch-ray-data/ray-data-intro
    - file: ch-ray-data/data-load-inspect-save
    - file: ch-ray-data/data-transform
    - file: ch-ray-data/preprocessor
    - file: ch-ray-data/modin
  - file: ch-ray-ml/index
    entries:
    - file: ch-ray-ml/ray-train
    - file: ch-ray-ml/ray-tune
    - file: ch-ray-ml/ray-serve
  - file: ch-xorbits/index
    entries:
    - file: ch-xorbits/xorbits
    - file: ch-xorbits/xinference
  - file: ch-mpi/index
    entries:
    - file: ch-mpi/mpi-intro
    - file: ch-mpi/mpi-hello-world
    - file: ch-mpi/point-to-point
    - file: ch-mpi/collective
    - file: ch-mpi/remote-memory-access
  - file: ch-mpi-large-model/index
    entries:
    - file: ch-mpi-large-model/nccl
    - file: ch-mpi-large-model/data-parallel
    - file: ch-mpi-large-model/pipeline-parallel
  - file: ref