Structured Outputs
- generative-ai
- llms
- prompt-engineering
- symbolic-ai
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Structured Outputs
Mac Mouse Fix - Make Your $10 Mouse Better Than an Apple Trackpad!
Gorgonia is a library that helps facilitate machine learning in Go.
Triton is a dynamic binary analysis library. Build your own program analysis tools, automate your reverse engineering, perform software verification or just emulate code.
Blazing-fast, Neuro-symbolic Data-Wrangling toolkit
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
Binary Analysis Platform
Genetic Programming in Python, with a scikit-learn inspired API
SymEngine is a fast symbolic manipulation library, written in C++
Angora is a mutation-based fuzzer. The main goal of Angora is to increase branch coverage by solving path constraints without symbolic execution.
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
Open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
A modern supercompiler for call-by-value functional languages
Math.NET Symbolics
Owi: Seamless program analysis for C, C++, Go, Haskell, LLVM, Rust, Wasm and Zig.
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
Symbolic regression in seconds.
An SMT solver frontend for OCaml
C# math expression library with symbolic computation support
Symbolic/concolic execution of Android apps
PowerToys Run module to permit HTML and Agda symbolic input (via Run) anywhere!
Single-header C++ JIT compiler/evaluator for mathematical expressions
A common interface used for modeling Mathematical Programs (e.g., Convex Optimization problems) in the language Go (Golang).