Update changelog (#41)

* Update changelog.

* Readme.

CHANGELOG.md

@@ -1,5 +1,5 @@
 # Changelog
 
-## 0.2.0 - (2022-01-xx)
+## 0.2.0 - (2022-01-11)
 
 - Parallization for `RandomForest::fit` and `RandomForest::fit_predict_oob`.

Cargo.toml

@@ -5,30 +5,30 @@ authors = ["Malte Londschien <[email protected]>"]
 repository = "https://github.com/mlondschien/biosphere/"
 readme = "README.md"
 license = "BSD-3-Clause"
-version = "0.1.0"
+version = "0.2.0"
 edition = "2018"
 exclude = ["/.github", "/changeforest-py", ".pre-commit-config.yml"]
 
 [lib]
 name = "biosphere"
 
 [dependencies]
-ndarray = "0.15.3"
-rand = "0.8.4"
-rayon = "1.5.1"
+ndarray = "0.15"
+rand = "0.8"
+rayon = "1.5"
 
 [profile.bench]
 incremental = true
 debug = true
 lto = "fat"
 
 [dev-dependencies]
-rstest = "0.11.0"
-ndarray-rand = "0.14.0"
+rstest = "0.12"
+ndarray-rand = "0.14"
 csv = "^1"
 ndarray-csv = "^0.5"
-criterion = "0.3.0"
-assert_approx_eq = "1.1.0"
+criterion = "0.3"
+assert_approx_eq = "1.1"
 
 [[bench]]
 name = "bench_utils"

README.md

@@ -1,5 +1,7 @@
-## Biosphere
+# Biosphere
 
 Simple, fast random forests.
 
-Currently supports Out-Of-Bag predictions only.
+Random forests with a runtime of `O(n d log(n) + n_trees d n max_depth)` instead of `O(n_tree mtry n log(n) max_depth)`.
+
+`biosphere` is available as a rust crate and as a Python package.

biosphere-py/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "biosphere_py"
-version = "0.1.0"
+version = "0.2.0"
 edition = "2018"
 
 [lib]
@@ -11,7 +11,7 @@ crate-type = ["cdylib"]
 name = "biosphere"
 
 [dependencies]
-numpy = "0.14.1"
+numpy = "0.15"
 biosphere = { path = "../" }
-ndarray = "0.15.3"
-pyo3 = {version = "0.14.5", features = ["extension-module"]}
+ndarray = "0.15"
+pyo3 = {version = "0.15", features = ["extension-module"]}

biosphere-py/pyproject.toml

@@ -2,7 +2,7 @@
 name = "biosphere"
 description = "Simple, fast random forests"
 readme = "README.md"
-version = "0.1.0"
+version = "0.2.0"
 requires-python = ">=3.7"
 author = "Malte Londschien <[email protected]>"
 urls = {homepage = "https://github.com/mlondschien/biosphere/"}