Update changelog. (#300)

.pre-commit-config.yaml

@@ -47,7 +47,7 @@ repos:
         additional_dependencies: [black==21.12b0]
         types: [rst]
 -   repo: https://github.com/psf/black
-    rev: 22.1.0
+    rev: 22.3.0
     hooks:
     -   id: black
         types: [python]
@@ -75,7 +75,7 @@ repos:
     rev: 1.3.1
     hooks:
     -   id: nbqa-black
-        additional_dependencies: [black==20.8b1]
+        additional_dependencies: [black]
     -   id: nbqa-pyupgrade
         additional_dependencies: [pyupgrade==2.7.3]
         exclude: 'inference|differentiation|miscellaneous'

CHANGES.rst

@@ -6,6 +6,21 @@ chronological order. We follow `semantic versioning <https://semver.org/>`_ and
 releases are available on `Anaconda.org
 <https://anaconda.org/OpenSourceEconomics/estimagic>`_.
 
+0.2.3
+-----
+
+- :gh:`295` Fixes a small bug in estimation_table (:ghuser:`mpetrosian`).
+- :gh:`286` Adds pytree support for first and second derivative (:ghuser:`timmens`).
+- :gh:`285` Allows to use estimation functions with external optimization
+  (:ghuser:`janosg`).
+- :gh:`283` Adds fast solvers for quadratic trustregion subproblems (:ghuser:`segsell`).
+- :gh:`282` Vastly improves estimation tables (:ghuser:`mpetrosian`).
+- :gh:`281` Adds some tools to work with pytrees (:ghuser:`janosg`
+  and :ghuser:`timmens`).
+- :gh:`278` adds Estimagic Enhancement Proposal 1 for the use of Pytrees in Estimagic
+  (:ghuser:`janosg`)
+
+
 0.2.2
 -----
 

docs/source/getting_started/why_optimization_is_hard.ipynb

@@ -91,7 +91,7 @@
    ],
    "source": [
     "dimensions = np.arange(10) + 1\n",
-    "n_evals = 100 ** dimensions\n",
+    "n_evals = 100**dimensions\n",
     "sns.lineplot(dimensions, n_evals)"
    ]
   },
@@ -276,7 +276,7 @@
     "grid = np.linspace(-1, 1, 1000)\n",
     "sns.lineplot(\n",
     "    x=grid,\n",
-    "    y=(grid ** 2) + np.random.normal(scale=0.01, size=len(grid)),\n",
+    "    y=(grid**2) + np.random.normal(scale=0.01, size=len(grid)),\n",
     ")"
    ]
   },

docs/source/how_to_guides/differentiation/how_to_calculate_first_derivatives.ipynb

@@ -40,7 +40,7 @@
    "outputs": [],
    "source": [
     "def f(x):\n",
-    "    return x ** 2"
+    "    return x**2"
    ]
   },
   {
@@ -125,7 +125,7 @@
    "outputs": [],
    "source": [
     "def f1(x):\n",
-    "    return np.sum(x ** 2)\n",
+    "    return np.sum(x**2)\n",
     "\n",
     "\n",
     "def f2(x, M):\n",