(This is more of a link-dump than a paper discussion --) For the line of inquiry w.r.t tensor compilers and MLIR/LLVM (linalg, polyhedral, [sparse_]tensor, etc

(This is more of a link-dump than a paper discussion --) For the line of inquiry w.r.t tensor compilers and MLIR/LLVM (linalg, polyhedral, [sparse_]tensor, etc), I personally found the following really helpful: https://news.ycombinator.com/item?id=25545373 https://news.ycombinator.com/item?id=25545373 (links to a survey), https://github.com/merrymercy/awesome-tensor-compilers https://github.com/merrymercy/awesome-tensor-compilers I also have an interest in the community more widely associated with pandas/dataframes-like languages (e.g. modin/dask/ray/polars/ibis) with substrait/calcite/arrow their choice of IR. Some links: https://github.com/modin-project/modin https://github.com/modin-project/modin, https://github.com/dask/dask/issues/8980 https://github.com/dask/dask/issues/8980, https://news.ycombinator.com/item?id=16510610 https://news.ycombinator.com/item?id=16510610, https://news.ycombinator.com/item?id=35521785 https://news.ycombinator.com/item?id=35521785 I broadly classify them as such since the former has a stronger disposition towards linear/tensor-algebra, while the latter towards relational algebra, and it isn't yet clear (to me) how well innovations in one carry over to the other (if they do), and hence I'm also curious to hear more about proposals for a unified language across linalg and relational alg (e.g. https://news.ycombinator.com/item?id=36349015 https://news.ycombinator.com/item?id=36349015). I'm particularly interested in pandas precisely because it seems to be right at the intersection of both forms of algebra (and draws a strong reaction from people who are familiar/comfortable with one community and not the other). See e.g. https://datapythonista.me/blog/pandas-20-and-the-arrow-revolution-part-i https://datapythonista.me/blog/pandas-20-and-the-arrow-revol... and https://wesmckinney.com/blog/apache-arrow-pandas-internals/ https://wesmckinney.com/blog/apache-arrow-pandas-internals/