Simplify README and reorganize project structure

.github/workflows/experiments.yml

@@ -48,11 +48,11 @@ jobs:
 
       - name: Run baseline
         if: inputs.experiment_type == 'baseline'
-        run: cargo run -p lgp-cli --release -- experiment iris_baseline --skip-search
+        run: cargo run -p lgp --release -- experiment iris_baseline --skip-search
 
       - name: Run experiments
         if: inputs.experiment_type == 'experiments'
-        run: cargo run -p lgp-cli --release -- experiment --skip-search -n ${{ inputs.iterations }}
+        run: cargo run -p lgp --release -- experiment --skip-search -n ${{ inputs.iterations }}
 
       - name: Upload artifacts
         uses: actions/upload-artifact@v4

.github/workflows/release.yml

@@ -85,8 +85,8 @@ jobs:
       - name: Wait for crates.io index update
         run: sleep 30
 
-      - name: Publish lgp-cli to crates.io
-        run: cargo publish -p lgp-cli
+      - name: Publish lgp to crates.io
+        run: cargo publish -p lgp
         env:
           CARGO_REGISTRY_TOKEN: ${{ steps.crates-token.outputs.token }}
 
@@ -127,7 +127,7 @@ jobs:
           echo 'linker = "aarch64-linux-gnu-gcc"' >> ~/.cargo/config.toml
 
       - name: Build binary
-        run: cargo build --release --target ${{ matrix.target }} -p lgp-cli
+        run: cargo build --release --target ${{ matrix.target }} -p lgp
 
       - name: Package binary
         run: |

README.md

@@ -75,8 +75,15 @@ lgp run cart_pole_lgp
 # Run Iris classification
 lgp run iris_baseline
 
-# Run a Rust example
-lgp example cart_pole
+```
+
+### Examples
+
+Run the standalone Rust examples directly with cargo:
+
+```bash
+cargo run -p lgp --example cart_pole --features gym
+cargo run -p lgp --example iris_classification
 ```
 
 ## CLI Reference
@@ -109,12 +116,6 @@ lgp analyze --input outputs --output outputs
 lgp experiment iris_baseline
 lgp experiment iris_baseline --iterations 20
 lgp experiment --skip-search
-
-# Run a Rust example
-lgp example cart_pole
-
-# List available examples
-lgp example --list
 ```
 
 ### Available Experiments

crates/lgp-cli/Cargo.toml

@@ -1,5 +1,5 @@
 [package]
-name = "lgp-cli"
+name = "lgp"
 version.workspace = true
 edition.workspace = true
 authors.workspace = true
@@ -12,7 +12,7 @@ name = "lgp"
 path = "src/main.rs"
 
 [dependencies]
-lgp = { path = "../lgp", version = "1.1", features = ["gym"] }
+lgp = { package = "lgp-core", path = "../lgp", version = "1.1", features = ["gym"] }
 clap = { version = "4.1.8", features = ["derive"] }
 chrono = "0.4"
 toml = "0.8"

crates/lgp-cli/src/commands/mod.rs

@@ -1,5 +1,4 @@
 pub mod analyze;
-pub mod example;
 pub mod experiment;
 pub mod list;
 pub mod run;

crates/lgp-cli/src/main.rs

@@ -61,9 +61,6 @@ enum Commands {
     /// Run an experiment from config
     Run(commands::run::RunArgs),
 
-    /// Run a Rust example
-    Example(commands::example::ExampleArgs),
-
     /// Analyze experiment results (generate tables and optional plots)
     Analyze(commands::analyze::AnalyzeArgs),
 
@@ -103,7 +100,6 @@ fn main() {
     let result: Result<(), Box<dyn std::error::Error>> = match cli.command {
         Commands::List(args) => commands::list::execute(&args),
         Commands::Run(args) => commands::run::execute(&args),
-        Commands::Example(args) => commands::example::execute(&args),
         Commands::Analyze(args) => commands::analyze::execute(&args),
         Commands::Search(args) => commands::search::execute(&args),
         Commands::Experiment(args) => commands::experiment::execute(&args),

crates/lgp/Cargo.toml

@@ -1,12 +1,15 @@
 [package]
-name = "lgp"
+name = "lgp-core"
 version.workspace = true
 edition.workspace = true
 authors.workspace = true
 description = "A library to solve problems using linear genetic programming"
 license = "Apache-2.0"
 repository = "https://github.com/urmzd/linear-gp"
 
+[lib]
+name = "lgp"
+
 [dependencies]
 csv = "1.1"
 serde = { version = "1.0", features = ["derive"] }
@@ -37,6 +40,7 @@ gym = ["dep:gymnasia"]
 
 [dev-dependencies]
 criterion = "0.4.0"
+itertools = "0.10"
 
 [[bench]]
 name = "performance_after_training"
@@ -46,3 +50,10 @@ required-features = ["gym"]
 [[bench]]
 name = "parallel_fitness"
 harness = false
+
+[[example]]
+name = "cart_pole"
+required-features = ["gym"]
+
+[[example]]
+name = "iris_classification"

examples/cart_pole.rs → crates/lgp/examples/cart_pole.rs

@@ -3,7 +3,7 @@
 //! This example demonstrates how to use the LGP framework to evolve programs
 //! that can balance a pole on a cart (the classic CartPole control problem).
 //!
-//! Run with: `cargo run --example cart_pole`
+//! Run with: `cargo run -p lgp --example cart_pole --features gym`
 
 use itertools::Itertools;
 

examples/iris_classification.rs → crates/lgp/examples/iris_classification.rs

@@ -3,7 +3,7 @@
 //! This example demonstrates how to use the LGP framework for a classification task
 //! using the classic Iris flower dataset.
 //!
-//! Run with: `cargo run --example iris_classification`
+//! Run with: `cargo run -p lgp --example iris_classification`
 
 use itertools::Itertools;
 

teasr.toml

@@ -17,7 +17,7 @@ rows = 50
 
 [[scenes.interactions]]
 type = "type"
-text = "RUSTUP_HOME=/Users/urmzd/.rustup CARGO_HOME=/Users/urmzd/.cargo /Users/urmzd/.cargo/bin/cargo run -p lgp-cli -- run iris_baseline 2>&1"
+text = "RUSTUP_HOME=/Users/urmzd/.rustup CARGO_HOME=/Users/urmzd/.cargo /Users/urmzd/.cargo/bin/cargo run -p lgp -- run iris_baseline 2>&1"
 speed = 50
 [[scenes.interactions]]
 type = "key"