Dask Alternatives

Similar projects and alternatives to Dask based on common topics and language
  • GitHub repo mpi4jax

    MPI greets Jax and speeds it ups

  • GitHub repo orange

    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

  • Scout

    Get performance insights in less than 4 minutes. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  • GitHub repo mars

    Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.

  • GitHub repo stumpy

    STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

  • GitHub repo Eliot

    Eliot: the logging system that tells you *why* it happened

  • GitHub repo dask-memusage

    A low-impact profiler to figure out how much memory each task in Dask is using

NOTE: The number of mentions on this list indicates mentions on common posts. Hence, a higher number means a better Dask alternative or higher similarity.


Posts where Dask has been mentioned. We have used some of these posts to build our list of alternatives and similar projects - the last one was on 2021-02-03.
  • Too much data to preprocess to work with pandas — is pyspark.sql a feasible alternative?
    reddit.com/r/PySpark | 2021-02-25
    I haven't used it myself I have to admit, but I think dask could fit your workflow. Spark might add a little bit too much overhead if you're not used to it and you're not using a distributed system but of course it would also work.
  • [D] Jax (or other libraries) when not using GPUs/TPUs but CPUs.


Basic Dask repo stats
6 days ago

dask/dask is an open source project licensed under BSD 3-clause "New" or "Revised" License which is an OSI approved license.