prose
egg
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prose | egg | |
---|---|---|
4 | 25 | |
612 | 1,233 | |
0.5% | 3.5% | |
7.2 | 6.8 | |
about 1 month ago | 5 days ago | |
C# | Rust | |
GNU General Public License v3.0 or later | MIT License |
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.
prose
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The Flash Fill Feature in Excel
Our program synthesis APIs are available publicly, but for non-commercial use only. <https://github.com/microsoft/prose> You want to look for API samples corresponding to Transformation.Text capability. This is a more powerful capability than Flash Fill. If you happen to try this out, we'd be very interested in getting your feedback on whether this is powerful enough to handle your use cases, and if not, we would love to be inspired by your use cases for a future version of this technology. You may reach us at [email protected].
- Introduction to Program Synthesis
- Microsoft Program Synthesis Using Examples
egg
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An Introduction to Graph Theory
Maybe program optimization?
https://egraphs-good.github.io/
- The E-graph extraction problem is NP-complete
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What is the state of the art for creating domain-specific languages (DSLs) with Rust?
For semantic analyzers, check out egg and egglog. They're custom data structures for representing compiler rewrite rules in a non-destructive way.
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Ask HN: What is new in Algorithms / Data Structures these days?
E-graphs are pretty awesome, and worth keeping in your back pocket. They're like union-find structures, except they also maintain congruence relations (i.e. if `x` and `y` are in the same set, then `f(x)` and `f(y)` must likewise be in the same set).
https://egraphs-good.github.io/
(Incidentally, union-find structures are also great to know about. But they're not exactly "new".)
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What are the current hot topics in type theory and static analysis?
I would add that Equality saturation/E-graphs has become quite a hot topic recently, since their POPL21 paper, with workshops dedicated to applications of e-graphs. They have even recently been added to Cranelift as an IR for optimizations.
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Compiler Optimizations Are Hard Because They Forget
Egraphs solve the rewrite ordering problem quite nicely. https://egraphs-good.github.io/
Note that one solution to this problem is to use equality saturation (which, coincidentally, has a great implementation in rust!).
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Modularity in IR representation and modification
Have you thought about trying to parallelize e-graphs? This way you can do a bunch of rewrite rules in parallel and then extract your desired graph at the end instead of having conflicts.
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Any recommendations for good resources that show how algorithms and data structures are converted into fpga circuits
I think the equality saturation papers are a good start. A good start is egg. They have a presentation, a research paper and code you can play with. I think ultimately you want to translate arithmetic operations into logical operation that can be understood by the fpga. So I think it would be good to research how adders and multipliers are implemented in logic and ultimately include equalities between adders/multipliers with their logical counterpart. Note the this translation also depends on the representations of your numbers and their bit width.
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Strategies for doing symbolic integration algorithmically
For rewriting, you may also find interesing equality saturation: https://egraphs-good.github.io/
What are some alternatives?
Engarde-Synthesis-Patcher - This is a port of Engarde patcher to Synthesis/Mutagen Framework
Symbolics.jl - Symbolic programming for the next generation of numerical software
sel - Programmatic modification and evaluation of software
Catlab.jl - A framework for applied category theory in the Julia language
sdk-for-dotnet - [READ-ONLY] Official Appwrite .NET SDK
Dagger.jl - A framework for out-of-core and parallel execution
daany - Daany - .NET DAta ANalYtics .NET library with the implementation of DataFrame, Time series decompositions and Linear Algebra routines BLASS and LAPACK.
glow - Compiler for Neural Network hardware accelerators
google-palm-sdk - C# Client SDK (Unofficial) for Google Palm Large Language Models
StaticArrays.jl - Statically sized arrays for Julia
dotnet-console-games - Game examples implemented as .NET console applications primarily for providing education and inspiration. :)
JET.jl - An experimental code analyzer for Julia. No need for additional type annotations.