Updated version in pyproject.toml, updated readme

README.md

@@ -1,14 +1,56 @@
 # coppice
 
-Python decision tree and ensemble package using a rust backend.
+A simple decision tree and random forest library using a Rust backend.
 
 ## Installation
 
-### Development
+```bash
+pip install coppice
+```
+
+## Usage
+
+### Python
+```python
+import numpy as np
+
+from coppice import _coppice
+
+x = ... # [w, n]
+y = ... # [n]
+
+x = x.astype(np.float32)
+y = y.astype(np.uint32)
+
+_coppice.train_tree_np(x, y, max_depth=5)
+
+_coppice.train_forest_np(x, y, max_depth=5, num_trees=10)
+```
+
+### CLI
+
+```bash
+usage: coppice_ [-h] [--model-type {tree,forest}] [--num-trees NUM_TREES]
+                [--max-depth MAX_DEPTH]
+                x-path y-path
+
+positional arguments:
+  x-path
+  y-path
+
+options:
+  -h, --help            show this help message and exit
+  --model-type {tree,forest}
+  --num-trees NUM_TREES
+  --max-depth MAX_DEPTH
+```
+
+## Development
 
 ```bash
 git clone [email protected]:JBwdn/coppice.git
 cd coppice
 pip install -e ".[dev]"
+maturin develop
 pre-commit install
 ```

pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "maturin"
 
 [project]
 name = "coppice"
-version = "0.1.0"
+version = "0.2.0"
 description = "A python and rust decision tree library"
 readme = "README.md"
 requires-python = ">=3.10"