Inductive Logic Programming
€750-1500 EUR
Pagado a la entrega
build an Inductive Logic Programming (ILP) system in Rust.
Building an ILP system in Rust involves implementing various components such as the representation of logical clauses, search algorithms, and evaluation metrics. Here's a general outline of the steps you can take:
1. Define the data structures: Create data structures to represent logical clauses, predicates, literals, and other necessary components of ILP. Rust's struct and enum constructs can be used to define these data types.
2. Implement a parser: Develop a parser to read input files or strings containing logic programs. The parser should be able to extract predicates, clauses, and other information required for ILP.
3. Define the search algorithm: Select a search algorithm, such as beam search or depth-first search, to explore the space of possible hypotheses. Implement the algorithm using Rust's control flow constructs (e.g., loops, recursion) and leverage data structures to store the search state.
4. Implement the evaluation metrics: Determine the evaluation metrics that will guide the search process, such as the scoring function for hypotheses. Define these metrics as functions or methods in your Rust code.
5. Create a learning algorithm: Design the learning algorithm that will update the hypotheses based on the evaluation metrics and the observed data. This algorithm will be responsible for iteratively refining and selecting the best hypotheses.
6. Develop the ILP engine: Combine the parser, search algorithm, evaluation metrics, and learning algorithm into an ILP engine. The engine should coordinate the different components and manage the ILP process.
7. Test and evaluate: Write test cases and use sample datasets to verify the correctness and performance of your ILP system. Evaluate the system's output against expected results.
Nº del proyecto: #37044366
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10 freelancers están ofertando un promedio de €1488 por este trabajo
Hi there, ★★★ Rust / Prolog Expert ★★★ 9+ Years of Experience ★★★ I've read requirements and ready to build an Inductive Logic Programming (ILP) system. We can do Artificial Intelligence tasks in Prolog (SWI-Prolog) o Más
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Hi, I can do that ILP-project for you using Rust(also if want in older Prolog or Lisp). When you said in Rust refer to rust programming language or Rust as inductive type of system? Anyway I know and Rust inductive sys Más
