dlpack
mars
dlpack | mars | |
---|---|---|
1 | - | |
858 | 2,675 | |
1.6% | 0.1% | |
5.2 | 5.7 | |
9 days ago | 5 months ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
dlpack
-
Beginner projects/resources to learn about ML Compilers
For tensor layout, this is the standard for all libraries: https://github.com/dmlc/dlpack/blob/main/include/dlpack/dlpack.h
mars
We haven't tracked posts mentioning mars yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
modin - Modin: Scale your Pandas workflows by changing a single line of code
deepxde - A library for scientific machine learning and physics-informed learning
eland - Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
norse - Deep learning with spiking neural networks (SNNs) in PyTorch.
xarray - N-D labeled arrays and datasets in Python
einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Python-Schema-Matching - A python tool using XGboost and sentence-transformers to perform schema matching task on tables.
cupy - NumPy & SciPy for GPU
scikit-survival - Survival analysis built on top of scikit-learn
opt_einsum - ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
alpha-zero-boosted - A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)