Updated dependencies and project description (#18)

Author: Markus28

pyproject.toml

@@ -5,7 +5,7 @@ build-backend = "setuptools.build_meta"
 [project]
 name = "polygraph"
 version = "0.1"
-description = "Graph Generation Gym"
+description = "Evaluation benchmarks for graph generative models"
 authors = [
     { name = "Markus Krimmel", email = "krimmel@biochem.mpg.de" },
     { name = "Philip Hartout", email = "hartout@biochem.mpg.de" },
@@ -14,21 +14,21 @@ authors = [
 ]
 requires-python = ">=3.7"
 dependencies = [
-    "numpy",
-    "torch",
-    "torch_geometric",
+    "numpy>=1.26.4,<3.0",
+    "torch>=2.4.0,<3.0",
+    "torch_geometric>=2.6.1,<3.0",
     "rich",
-    "scipy",
-    "pydantic",
-    "networkx",
+    "scipy>=1.14.0,<2.0",
+    "pydantic~=2.11.7",
+    "networkx>=3.4,<4.0",
     "joblib",
     "appdirs",
     "loguru",
     "rdkit",
     "pandas",
     "orbit-count",
-    "numba",
-    "scikit-learn",
+    "numba~=0.61.2",
+    "scikit-learn>=1.6.1,<2.0",
     "tabpfn==2.0.9",
     "fcd~=1.2.2"
 ]
@@ -37,7 +37,6 @@ dependencies = [
 dev = [
     "pytest",
     "pytest-xdist",
-    "hydra-core",
     "pyprojroot",
     "ipython",
     "ruff",