diff --git a/.gitignore b/.gitignore
index 68bc17f..6769ec3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -158,3 +158,4 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+.pdm-python
\ No newline at end of file
diff --git a/docs/api/linkml/index.md b/docs/api/linkml/index.md
deleted file mode 100644
index 7034541..0000000
--- a/docs/api/linkml/index.md
+++ /dev/null
@@ -1,10 +0,0 @@
-# linkml
-
-```{toctree}
-:caption: LinkML
-
-ndarraygen
-pydanticgen
-template
-```
-
diff --git a/docs/api/linkml/ndarraygen.md b/docs/api/linkml/ndarraygen.md
deleted file mode 100644
index 8212088..0000000
--- a/docs/api/linkml/ndarraygen.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# ndarraygen
-
-```{eval-rst}
-.. automodule:: numpydantic.linkml.ndarraygen
-    :members:
-```
\ No newline at end of file
diff --git a/docs/api/linkml/pydanticgen.md b/docs/api/linkml/pydanticgen.md
deleted file mode 100644
index 4f7e77e..0000000
--- a/docs/api/linkml/pydanticgen.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# pydanticgen
-
-```{eval-rst}
-.. automodule:: numpydantic.linkml.pydanticgen
-    :members:
-```
\ No newline at end of file
diff --git a/docs/api/linkml/template.md b/docs/api/linkml/template.md
deleted file mode 100644
index d54db25..0000000
--- a/docs/api/linkml/template.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# template
-
-```{eval-rst}
-.. automodule:: numpydantic.linkml.template
-    :members:
-```
\ No newline at end of file
diff --git a/docs/index.md b/docs/index.md
index 7b03f5a..3d6bca0 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -2,21 +2,9 @@
 
 Type and shape validation and serialization for numpy arrays in pydantic models
 
-This package was picked out of [nwb-linkml](https://github.com/p2p-ld/nwb-linkml/), a 
-translation of the [NWB](https://www.nwb.org/) schema language and data format to
-linkML and pydantic models. It's in a hurried and limited form to make it
-available for a LinkML hackathon, but will be matured as part of `nwb-linkml` development
-as the primary place this logic exists.
-
-It does two primary things:
 - **Provide types** - Annotations (based on [npytyping](https://github.com/ramonhagenaars/nptyping))
   for specifying numpy arrays in pydantic models, and
-- **Generate models from LinkML** - extend the LinkML pydantic generator to create models that 
-  that use the [linkml-arrays](https://github.com/linkml/linkml-arrays) syntax
 
-
-
- 
 ```{toctree}
 :maxdepth: 2
 :caption: Contents
@@ -24,7 +12,6 @@ It does two primary things:
 
 overview
 ndarray
-linkml
 hooks
 todo
 ```
diff --git a/numpydantic/linkml/__init__.py b/numpydantic/linkml/__init__.py
deleted file mode 100644
index 750dcbc..0000000
--- a/numpydantic/linkml/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# ruff: noqa: E402
-# ruff: noqa: F401
-from numpydantic.linkml.ndarraygen import (
-    ArrayFormat,
-    LinkMLDataArray,
-    LinkMLNDArray,
-    NWBLinkMLArraylike,
-)
diff --git a/numpydantic/linkml/ndarraygen.py b/numpydantic/linkml/ndarraygen.py
deleted file mode 100644
index 0d7e590..0000000
--- a/numpydantic/linkml/ndarraygen.py
+++ /dev/null
@@ -1,189 +0,0 @@
-"""
-Isolated generator for array classes
-"""
-
-import warnings
-from abc import ABC, abstractmethod
-
-from linkml_runtime.linkml_model import ClassDefinition, SlotDefinition
-
-from numpydantic.maps import flat_to_nptyping
-
-
-class ArrayFormat(ABC):
-    """
-    Metaclass for different LinkML array source formats
-    """
-
-    @classmethod
-    def is_array(cls, cls_: ClassDefinition) -> bool:
-        """Check whether a given class matches one of our subclasses definitions"""
-        return any([subcls.check(cls_) for subcls in cls.__subclasses__()])
-
-    @classmethod
-    def get(cls, cls_: ClassDefinition) -> type["ArrayFormat"]:
-        """Get matching ArrayFormat subclass"""
-        for subcls in cls.__subclasses__():
-            if subcls.check(cls_):
-                return subcls
-
-    @classmethod
-    @abstractmethod
-    def check(cls, cls_: ClassDefinition) -> bool:
-        """Method for array format subclasses to check if they match a given source class"""
-
-    @classmethod
-    @abstractmethod
-    def make(cls, cls_: ClassDefinition) -> str:
-        """
-        Make an annotation string from a given array format source class
-        """
-
-
-class LinkMLNDArray(ArrayFormat):
-    """
-    Tentative linkml-arrays style NDArray
-    """
-
-    @classmethod
-    def check(cls, cls_: ClassDefinition) -> bool:
-        """Check if linkml:NDArray in implements"""
-        return "linkml:NDArray" in cls_.implements
-
-    @classmethod
-    def make(cls, cls_: ClassDefinition) -> str:
-        """Make NDArray"""
-        raise NotImplementedError("Havent implemented NDArrays yet!")
-
-
-class LinkMLDataArray(ArrayFormat):
-    """
-    Tentative linkml-arrays style annotated array with indices
-    """
-
-    @classmethod
-    def check(cls, cls_: ClassDefinition) -> bool:
-        """Check if linkml:DataArray in implements"""
-        return "linkml:DataArray" in cls_.implements
-
-    @classmethod
-    def make(cls, cls_: ClassDefinition) -> str:
-        """Make DataArray"""
-        raise NotImplementedError("Havent generated DataArray types yet!")
-
-
-class NWBLinkMLArraylike(ArrayFormat):
-    """
-    Ye Olde nwb-linkml Arraylike class
-
-    Examples:
-
-        TimeSeries:
-          is_a: Arraylike
-          attributes:
-            num_times:
-              name: num_times
-              range: AnyType
-              required: true
-            num_DIM2:
-              name: num_DIM2
-              range: AnyType
-              required: false
-            num_DIM3:
-              name: num_DIM3
-              range: AnyType
-              required: false
-            num_DIM4:
-              name: num_DIM4
-              range: AnyType
-              required: false
-    """
-
-    @classmethod
-    def check(cls, cls_: ClassDefinition) -> bool:
-        """Check if class is Arraylike"""
-        return cls_.is_a == "Arraylike"
-
-    @classmethod
-    def make(cls, cls_: ClassDefinition) -> str:
-        """Make Arraylike annotation"""
-        return cls._array_annotation(cls_)
-
-    @classmethod
-    def _array_annotation(cls, cls_: ClassDefinition) -> str:
-        """
-        Make an annotation for an NDArray :)
-
-        Args:
-            cls_:
-
-        Returns:
-
-        """
-        # if none of the dimensions are optional, we just have one possible array shape
-        if all([s.required for s in cls_.attributes.values()]):  # pragma: no cover
-            return cls._make_npytyping_range(cls_.attributes)
-        # otherwise we need to make permutations
-        # but not all permutations, because we typically just want to be able to exlude the last possible dimensions
-        # the array classes should always be well-defined where the optional dimensions are at the end, so
-        requireds = {k: v for k, v in cls_.attributes.items() if v.required}
-        optionals = [(k, v) for k, v in cls_.attributes.items() if not v.required]
-
-        annotations = []
-        if len(requireds) > 0:
-            # first the base case
-            annotations.append(cls._make_npytyping_range(requireds))
-        # then add back each optional dimension
-        for i in range(len(optionals)):
-            attrs = {**requireds, **{k: v for k, v in optionals[0 : i + 1]}}
-            annotations.append(cls._make_npytyping_range(attrs))
-
-        # now combine with a union:
-        union = "Union[\n" + " " * 8
-        union += (",\n" + " " * 8).join(annotations)
-        union += "\n" + " " * 4 + "]"
-        return union
-
-    @classmethod
-    def _make_npytyping_range(cls, attrs: dict[str, SlotDefinition]) -> str:
-        # slot always starts with...
-        prefix = "NDArray["
-
-        # and then we specify the shape:
-        shape_prefix = 'Shape["'
-
-        # using the cardinality from the attributes
-        dim_pieces = []
-        for attr in attrs.values():
-            shape_part = (
-                str(attr.maximum_cardinality) if attr.maximum_cardinality else "*"
-            )
-
-            # do this with the most heinous chain of string replacements rather than regex
-            # because i am still figuring out what needs to be subbed lol
-            name_part = (
-                attr.name.replace(",", "_")
-                .replace(" ", "_")
-                .replace("__", "_")
-                .replace("|", "_")
-                .replace("-", "_")
-                .replace("+", "plus")
-            )
-
-            dim_pieces.append(" ".join([shape_part, name_part]))
-
-        dimension = ", ".join(dim_pieces)
-
-        shape_suffix = '"], '
-
-        # all dimensions should be the same dtype
-        try:
-            dtype = flat_to_nptyping[list(attrs.values())[0].range]
-        except KeyError as e:  # pragma: no cover
-            warnings.warn(str(e), stacklevel=2)
-            range = list(attrs.values())[0].range
-            return f"List[{range}] | {range}"
-        suffix = "]"
-
-        slot = "".join([prefix, shape_prefix, dimension, shape_suffix, dtype, suffix])
-        return slot
diff --git a/numpydantic/linkml/pydanticgen.py b/numpydantic/linkml/pydanticgen.py
deleted file mode 100644
index ec24d80..0000000
--- a/numpydantic/linkml/pydanticgen.py
+++ /dev/null
@@ -1,652 +0,0 @@
-"""
-Patched subclass of :class:`linkml.generators.PydanticGenerator` to generate NDArrays
-swiped from ``nwb-linkml``.
-
-Since this is an override of the full generator originally intended for a specific format,
-this is a bit more involved than the isolated ndarray type generator. The most relevant
-parts here are:
-- The :class:`.ArrayCheck` class, which is used to determine when an array needs to be generated -
-  Use this to hook into nonstandard array formats that don't match the usual ``implements`` pattern
-
-
-"""
-import sys
-from copy import copy
-from dataclasses import dataclass
-from pathlib import Path
-from types import ModuleType
-
-from jinja2 import Template
-from linkml.generators import PydanticGenerator as BasePydanticGenerator
-from linkml.generators.common.type_designators import (
-    get_type_designator_value,
-)
-from linkml.utils.ifabsent_functions import ifabsent_value_declaration
-from linkml_runtime.linkml_model.meta import (
-    Annotation,
-    ClassDefinition,
-    ClassDefinitionName,
-    ElementName,
-    SchemaDefinition,
-    SlotDefinition,
-    SlotDefinitionName,
-)
-from linkml_runtime.utils.compile_python import file_text
-from linkml_runtime.utils.formatutils import camelcase, underscore
-from linkml_runtime.utils.schemaview import SchemaView
-
-# from nwb_linkml.maps import flat_to_nptyping
-from pydantic import BaseModel
-
-from numpydantic.linkml.ndarraygen import ArrayFormat
-from numpydantic.linkml.template import default_template
-
-
-def module_case(name: str) -> str:
-    """
-    Returns name that can be used as a python module, used for
-    referring to generated pydantic and linkml models.
-
-    Replaces with underscores:
-        - -
-        - .
-    """
-    return name.replace("-", "_").replace(".", "_").replace("/", ".").lower()
-
-
-def version_module_case(name: str) -> str:
-    """
-    :func:`.module_case` except ensure that it starts with "v"
-    """
-    name = module_case(name)
-    if not name.startswith("v"):
-        name = "v" + name
-    return name
-
-
-class LinkML_Meta(BaseModel):
-    """Extra LinkML Metadata stored as a class attribute"""
-
-    tree_root: bool = False
-
-
-def linkml_classvar(cls: ClassDefinition) -> SlotDefinition:
-    """A class variable that holds additional linkml attrs"""
-    slot = SlotDefinition(name="linkml_meta")
-    slot.annotations["python_range"] = Annotation(
-        "python_range", "ClassVar[LinkML_Meta]"
-    )
-    meta_fields = {k: getattr(cls, k, None) for k in LinkML_Meta.model_fields}
-    meta_field_strings = [f"{k}={v}" for k, v in meta_fields.items() if v is not None]
-    meta_field_string = ", ".join(meta_field_strings)
-    slot.annotations["fixed_field"] = Annotation(
-        "fixed_field", f"Field(LinkML_Meta({meta_field_string}), frozen=True)"
-    )
-
-    return slot
-
-
-@dataclass
-class PydanticGenerator(BasePydanticGenerator):
-    SKIP_ENUM: tuple[str] = ("FlatDType",)
-    # SKIP_SLOTS=('VectorData',)
-    SKIP_SLOTS: tuple[str] = ("",)
-    SKIP_CLASSES: tuple[str] = ("",)
-    INJECTED_FIELDS: tuple[str] = (
-        'hdf5_path: Optional[str] = Field(None, description="The absolute path that this object is stored in an NWB file")',
-        'object_id: Optional[str] = Field(None, description="Unique UUID for each object")',
-    )
-    # SKIP_CLASSES=('VectorData','VectorIndex')
-    split: bool = True
-    schema_map: dict[str, SchemaDefinition] | None = None
-    versions: dict = None
-    """See :meth:`.LinkMLProvider.build` for usage - a list of specific versions to import from"""
-    pydantic_version = "2"
-
-    def _locate_imports(
-        self, needed_classes: list[str], sv: SchemaView
-    ) -> dict[str, list[str]]:
-        """
-        Given a list of class names, find the python modules that need to be imported
-        """
-        imports = {}
-
-        # These classes are not generated by pydantic!
-        skips = ("AnyType",)
-
-        for cls in needed_classes:
-            if cls in skips:  # pragma: no cover
-                continue
-            # Find module that contains class
-            module_name = sv.element_by_schema_map()[ElementName(cls)]
-            # Don't get classes that are defined in this schema!
-            if module_name == self.schema.name:
-                continue
-            schema_name = module_name.split(".")[0]
-            if (
-                self.versions
-                and schema_name != self.schema.name.split(".")[0]
-                and schema_name in self.versions
-            ):
-                version = version_module_case(self.versions[schema_name])
-                if self.split:
-                    local_mod_name = (
-                        "..."
-                        + module_case(schema_name)
-                        + "."
-                        + version
-                        + "."
-                        + module_case(module_name)
-                    )
-                else:  # pragma: no cover
-                    local_mod_name = (
-                        "..."
-                        + module_case(schema_name)
-                        + "."
-                        + version
-                        + "."
-                        + "namespace"
-                    )
-
-            else:
-                local_mod_name = "." + module_case(module_name)
-            if local_mod_name not in imports:
-                imports[local_mod_name] = [camelcase(cls)]
-            else:
-                imports[local_mod_name].append(camelcase(cls))
-        return imports
-
-    def _get_namespace_imports(self, sv: SchemaView) -> dict[str, list[str]]:
-        """
-        Get imports for namespace packages. For these we import all
-        the tree_root classes, ie. all the classes that are top-level classes
-        rather than nested classes
-        """
-        all_classes = sv.all_classes(imports=True)
-        needed_classes = []
-        for clsname, cls in all_classes.items():
-            if cls.is_a != "Arraylike":
-                needed_classes.append(clsname)
-
-        imports = self._locate_imports(needed_classes, sv)
-        return imports
-
-    def _get_class_imports(
-        self,
-        cls: ClassDefinition,
-        sv: SchemaView,
-        all_classes: dict[ClassDefinitionName, ClassDefinition],
-        class_slots: dict[str, list[SlotDefinition]],
-    ) -> list[str]:
-        """Get the imports needed for a single class"""
-        needed_classes = []
-        needed_classes.append(cls.is_a)
-        # get needed classes used as ranges in class attributes
-        for slot in class_slots[cls.name]:
-            if slot.name in self.SKIP_SLOTS:  # pragma: no cover
-                continue
-            if slot.range in all_classes:
-                needed_classes.append(slot.range)
-            # handle when a range is a union of classes
-            if slot.any_of:
-                for any_slot_range in slot.any_of:
-                    if any_slot_range.range in all_classes:
-                        needed_classes.append(any_slot_range.range)
-
-        return needed_classes
-
-    def _get_imports(
-        self,
-        sv: SchemaView,
-        local_classes: list[ClassDefinition],
-        class_slots: dict[str, list[SlotDefinition]],
-    ) -> dict[str, list[str]]:
-        # import from local references, rather than serializing every class in every file
-        if not self.split:
-            # we are compiling this whole thing in one big file so we don't import anything
-            return {}
-        if "is_namespace" in sv.schema.annotations and sv.schema.annotations[
-            "is_namespace"
-        ]["value"] in ("True", True):
-            return self._get_namespace_imports(sv)
-
-        all_classes = sv.all_classes(imports=True)
-        # local_classes = sv.all_classes(imports=False)
-        needed_classes = []
-        # find needed classes - is_a and slot ranges
-
-        for cls in local_classes:
-            # get imports for this class
-            needed_classes.extend(
-                self._get_class_imports(cls, sv, all_classes, class_slots)
-            )
-
-        # remove duplicates and arraylikes
-        needed_classes = [
-            cls for cls in set(needed_classes) if cls is not None and cls != "Arraylike"
-        ]
-        needed_classes = [
-            cls for cls in needed_classes if sv.get_class(cls).is_a != "Arraylike"
-        ]
-
-        imports = self._locate_imports(needed_classes, sv)
-
-        return imports
-
-    def _get_classes(self, sv: SchemaView) -> list[ClassDefinition]:
-        if self.split:
-            classes = sv.all_classes(imports=False).values()
-        else:
-            classes = sv.all_classes(imports=True).values()
-
-        # Don't want to generate classes when class_uri is linkml:Any, will
-        # just swap in typing.Any instead down below
-        classes = [
-            c
-            for c in list(classes)
-            if c.is_a != "Arraylike" and c.class_uri != "linkml:Any"
-        ]
-
-        return classes
-
-    def _get_class_slots(
-        self, sv: SchemaView, cls: ClassDefinition
-    ) -> list[SlotDefinition]:
-        slots = []
-        for slot_name in sv.class_slots(cls.name):
-            if slot_name in self.SKIP_SLOTS:
-                continue
-            slots.append(sv.induced_slot(slot_name, cls.name))
-        return slots
-
-    def _build_class(self, class_original: ClassDefinition) -> ClassDefinition:
-        class_def: ClassDefinition
-        class_def = copy(class_original)
-        class_def.name = camelcase(class_original.name)
-        if class_def.is_a:
-            class_def.is_a = camelcase(class_def.is_a)
-        class_def.mixins = [camelcase(p) for p in class_def.mixins]
-        if class_def.description:
-            class_def.description = class_def.description.replace('"', '\\"')
-        return class_def
-
-    def _check_anyof(
-        self, s: SlotDefinition, sn: SlotDefinitionName, sv: SchemaView
-    ) -> None:  # pragma: no cover
-        # Confirm that the original slot range (ignoring the default that comes in from
-        # induced_slot) isn't in addition to setting any_of
-        if len(s.any_of) > 0 and sv.get_slot(sn).range is not None:
-            base_range_subsumes_any_of = False
-            base_range = sv.get_slot(sn).range
-            base_range_cls = sv.get_class(base_range, strict=False)
-            if base_range_cls is not None and base_range_cls.class_uri == "linkml:Any":
-                base_range_subsumes_any_of = True
-            if not base_range_subsumes_any_of:
-                raise ValueError("Slot cannot have both range and any_of defined")
-
-    def sort_classes(
-        self, clist: list[ClassDefinition], imports: dict[str, list[str]]
-    ) -> list[ClassDefinition]:
-        """
-        sort classes such that if C is a child of P then C appears after P in the list
-
-        Overridden method include mixin classes
-
-        Modified from original to allow for imported classes
-        """
-        # unnest imports
-        imported_classes = []
-        for i in imports.values():
-            imported_classes.extend(i)
-
-        clist = list(clist)
-        clist = [c for c in clist if c.name not in self.SKIP_CLASSES]
-        slist = []  # type: list[ClassDefinition]
-        while len(clist) > 0:
-            can_add = False
-            for i in range(len(clist)):
-                candidate = clist[i]
-                can_add = False
-                if candidate.is_a:
-                    candidates = [candidate.is_a] + candidate.mixins
-                else:
-                    candidates = candidate.mixins
-                if not candidates:
-                    can_add = True
-
-                else:
-                    if set(candidates) <= set(
-                        [p.name for p in slist] + imported_classes
-                    ):
-                        can_add = True
-
-                if can_add:
-                    slist = slist + [candidate]
-                    del clist[i]
-                    break
-            if not can_add:  # pragma: no cover
-                raise ValueError(
-                    f"could not find suitable element in {clist} that does not ref {slist}"
-                )
-
-        self.sorted_class_names = [camelcase(cname) for cname in imported_classes]
-        self.sorted_class_names += [camelcase(c.name) for c in slist]
-        return slist
-
-    def get_class_slot_range(
-        self, slot_range: str, inlined: bool, inlined_as_list: bool
-    ) -> str:
-        """
-        Monkeypatch to convert Array typed slots and classes into npytyped hints
-        """
-        sv = self.schemaview
-        range_cls = sv.get_class(slot_range)
-        if ArrayFormat.is_array(range_cls):
-            return ArrayFormat.get(range_cls).make(range_cls)
-        else:
-            return self._get_class_slot_range_origin(
-                slot_range, inlined, inlined_as_list
-            )
-
-    def _get_class_slot_range_origin(
-        self, slot_range: str, inlined: bool, inlined_as_list: bool
-    ) -> str:
-        """
-        Parent class get class range
-
-        Overriding to not use strings in the type hint when a class has an identifier value
-
-        Not testing this method except for what we changed
-        """
-        sv = self.schemaview
-        range_cls = sv.get_class(slot_range)
-
-        # Hardcoded handling for Any
-        if range_cls.class_uri == "linkml:Any":  # pragma: no cover
-            return "Any"
-
-        # Inline the class itself only if the class is defined as inline, or if the class has no
-        # identifier slot and also isn't a mixin.
-        if (
-            inlined
-            or inlined_as_list
-            or (
-                # sv.get_identifier_slot(range_cls.name, use_key=True) is None and
-                not sv.is_mixin(range_cls.name)
-            )
-        ):
-            if (
-                len(
-                    [x for x in sv.class_induced_slots(slot_range) if x.designates_type]
-                )
-                > 0
-                and len(sv.class_descendants(slot_range)) > 1
-            ):  # pragma: no cover
-                return (
-                    "Union["
-                    + ",".join([camelcase(c) for c in sv.class_descendants(slot_range)])
-                    + "]"
-                )
-            else:
-                return f"{camelcase(slot_range)}"
-
-        # For the more difficult cases, set string as the default and attempt to improve it
-        range_cls_identifier_slot_range = "str"  # pragma: no cover
-
-        # For mixins, try to use the identifier slot of descendant classes
-        if (
-            self.gen_mixin_inheritance
-            and sv.is_mixin(range_cls.name)
-            and sv.get_identifier_slot(range_cls.name)
-        ):  # pragma: no cover
-            range_cls_identifier_slot_range = self.get_mixin_identifier_range(range_cls)
-
-        return range_cls_identifier_slot_range  # pragma: no cover
-
-    def get_class_isa_plus_mixins(
-        self, classes: list[ClassDefinition] | None = None
-    ) -> dict[str, list[str]]:
-        """
-        Generate the inheritance list for each class from is_a plus mixins
-
-        Patched to only get local classes
-
-        :return:
-        """
-        sv = self.schemaview
-        if classes is None:  # pragma: no cover
-            classes = sv.all_classes(imports=False).values()
-
-        parents = {}
-        for class_def in classes:
-            class_parents = []
-            if class_def.is_a:
-                class_parents.append(camelcase(class_def.is_a))
-            if self.gen_mixin_inheritance and class_def.mixins:  # pragma: no cover
-                class_parents.extend([camelcase(mixin) for mixin in class_def.mixins])
-            if len(class_parents) > 0:
-                # Use the sorted list of classes to order the parent classes, but reversed to match MRO needs
-                class_parents.sort(key=lambda x: self.sorted_class_names.index(x))
-                class_parents.reverse()
-                parents[camelcase(class_def.name)] = class_parents
-        return parents
-
-    def get_predefined_slot_value(
-        self, slot: SlotDefinition, class_def: ClassDefinition
-    ) -> str | None:
-        """
-        Modified from base pydantic generator to use already grabbed induced_slot from
-        already-grabbed and modified classes rather than doing a fresh iteration to
-        save time and respect changes already made elsewhere in the serialization routine
-
-        :return: Dictionary of dictionaries with predefined slot values for each class
-        """
-        sv = self.schemaview
-        slot_value: str | None = None
-        # for class_def in sv.all_classes().values():
-        #     for slot_name in sv.class_slots(class_def.name):
-        #        slot = sv.induced_slot(slot_name, class_def.name)
-        if slot.designates_type:  # pragma: no cover
-            target_value = get_type_designator_value(sv, slot, class_def)
-            slot_value = f'"{target_value}"'
-            if slot.multivalued:
-                slot_value = "[" + slot_value + "]"
-        elif slot.ifabsent is not None:
-            value = ifabsent_value_declaration(slot.ifabsent, sv, class_def, slot)
-            slot_value = value
-        # Multivalued slots that are either not inlined (just an identifier) or are
-        # inlined as lists should get default_factory list, if they're inlined but
-        # not as a list, that means a dictionary
-        elif slot.multivalued:
-            # this is slow, needs to do additional induced slot calls
-            # has_identifier_slot = self.range_class_has_identifier_slot(slot)
-
-            if slot.inlined and not slot.inlined_as_list:  # and has_identifier_slot:
-                slot_value = "default_factory=dict"
-            else:  # pragma: no cover
-                slot_value = "default_factory=list"
-
-        return slot_value
-
-    def serialize(self) -> str:
-        """Generate LinkML models from schema!"""
-        predefined_slot_values = {}
-        """splitting up parent class :meth:`.get_predefined_slot_values`"""
-
-        if self.template_file is not None:  # pragma: no cover
-            with open(self.template_file) as template_file:
-                template_obj = Template(template_file.read())
-        else:
-            template_obj = Template(
-                default_template(self.pydantic_version, extra_classes=[LinkML_Meta])
-            )
-
-        sv: SchemaView
-        sv = self.schemaview
-        if self.schema_map is not None:  # pragma: no cover
-            sv.schema_map = self.schema_map
-        schema = sv.schema
-        pyschema = SchemaDefinition(
-            id=schema.id,
-            name=schema.name,
-            description=schema.description.replace('"', '\\"')
-            if schema.description
-            else None,
-        )
-        # test caching if import closure
-        enums = self.generate_enums(sv.all_enums())
-        # filter skipped enums
-        enums = {k: v for k, v in enums.items() if k not in self.SKIP_ENUM}
-
-        classes = self._get_classes(sv)
-        # just induce slots once because that turns out to be expensive
-        class_slots = {}  # type: Dict[str, List[SlotDefinition]]
-        for aclass in classes:
-            class_slots[aclass.name] = self._get_class_slots(sv, aclass)
-
-        # figure out what classes we need to imports
-        imports = self._get_imports(sv, classes, class_slots)
-
-        sorted_classes = self.sort_classes(classes, imports)
-
-        for class_original in sorted_classes:
-            # Generate class definition
-            class_def = self._build_class(class_original)
-
-            if class_def.is_a != "Arraylike":
-                # skip actually generating arraylike classes, just use them to generate
-                # the npytyping annotations
-                pyschema.classes[class_def.name] = class_def
-            else:  # pragma: no cover
-                continue
-
-            # Not sure why this happens
-            for attribute in list(class_def.attributes.keys()):
-                del class_def.attributes[attribute]
-
-            # make class attr that stores extra linkml attrs
-            class_def.attributes["linkml_meta"] = linkml_classvar(class_def)
-
-            class_name = class_original.name
-            predefined_slot_values[camelcase(class_name)] = {}
-            for s in class_slots[class_name]:
-                sn = SlotDefinitionName(s.name)
-                predefined_slot_value = self.get_predefined_slot_value(s, class_def)
-                if predefined_slot_value is not None:
-                    predefined_slot_values[camelcase(class_name)][
-                        s.name
-                    ] = predefined_slot_value
-                # logging.error(f'Induced slot {class_name}.{sn} == {s.name} {s.range}')
-                s.name = underscore(s.name)
-                if s.description:
-                    s.description = s.description.replace('"', '\\"')
-                class_def.attributes[s.name] = s
-
-                slot_ranges: list[str] = []
-
-                self._check_anyof(s, sn, sv)
-
-                if s.any_of is not None and len(s.any_of) > 0:
-                    # list comprehension here is pulling ranges from within AnonymousSlotExpression
-                    slot_ranges.extend([r.range for r in s.any_of])
-                else:
-                    slot_ranges.append(s.range)
-
-                pyranges = [
-                    self.generate_python_range(slot_range, s, class_def)
-                    for slot_range in slot_ranges
-                ]
-                # --------------------------------------------------
-                # Special Case - since we get abstract classes from
-                # potentially multiple versions (which are then different)
-                # model classes, we allow container classes to also
-                # be generic descendants of BaseModel
-                # --------------------------------------------------
-                if "DynamicTable" in pyranges:  # pragma: no cover
-                    pyranges.append("BaseModel")
-
-                pyranges = list(set(pyranges))  # remove duplicates
-                pyranges.sort()
-
-                if len(pyranges) == 1:
-                    pyrange = pyranges[0]
-                elif len(pyranges) > 1:
-                    pyrange = f"Union[{', '.join(pyranges)}]"
-                else:  # pragma: no cover
-                    raise Exception(
-                        f"Could not generate python range for {class_name}.{s.name}"
-                    )
-
-                if s.multivalued:
-                    if s.inlined or s.inlined_as_list:
-                        collection_key = self.generate_collection_key(
-                            slot_ranges, s, class_def
-                        )
-                    else:  # pragma: no cover
-                        collection_key = None
-                    if (
-                        s.inlined is False
-                        or collection_key is None
-                        or s.inlined_as_list is True
-                    ):  # pragma: no cover
-                        pyrange = f"List[{pyrange}] | {pyrange}"
-                    else:
-                        pyrange = f"Dict[{collection_key}, {pyrange}]"
-                if not s.required and not s.designates_type:
-                    pyrange = f"Optional[{pyrange}]"
-                ann = Annotation("python_range", pyrange)
-                s.annotations[ann.tag] = ann
-
-        code = template_obj.render(
-            imports=imports,
-            schema=pyschema,
-            underscore=underscore,
-            enums=enums,
-            predefined_slot_values=predefined_slot_values,
-            allow_extra=self.allow_extra,
-            metamodel_version=self.schema.metamodel_version,
-            version=self.schema.version,
-            class_isa_plus_mixins=self.get_class_isa_plus_mixins(sorted_classes),
-            injected_fields=self.INJECTED_FIELDS,
-        )
-        return code
-
-    def compile_module(
-        self, module_path: Path = None, module_name: str = "test"
-    ) -> ModuleType:  # pragma: no cover - replaced with provider
-        """
-        Compiles generated python code to a module
-        :return:
-        """
-        pycode = self.serialize()
-        if module_path is not None:
-            module_path = Path(module_path)
-            init_file = module_path / "__init__.py"
-            with open(init_file, "w") as ifile:
-                ifile.write(" ")
-
-        try:
-            return compile_python(pycode, module_path, module_name)
-        except NameError as e:
-            raise e
-
-
-def compile_python(
-    text_or_fn: str, package_path: Path = None, module_name: str = "test"
-) -> ModuleType:
-    """
-    Compile the text or file and return the resulting module
-    @param text_or_fn: Python text or file name that references python file
-    @param package_path: Root package path.  If omitted and we've got a python file, the package is the containing
-    directory
-    @return: Compiled module
-    """
-    python_txt = file_text(text_or_fn)
-    if package_path is None and python_txt != text_or_fn:
-        package_path = Path(text_or_fn)
-    spec = compile(python_txt, "<string>", "exec")
-    module = ModuleType(module_name)
-
-    exec(spec, module.__dict__)
-    sys.modules[module_name] = module
-    return module
diff --git a/numpydantic/linkml/template.py b/numpydantic/linkml/template.py
deleted file mode 100644
index 68a7240..0000000
--- a/numpydantic/linkml/template.py
+++ /dev/null
@@ -1,183 +0,0 @@
-import inspect
-
-from pydantic import BaseModel
-
-
-def default_template(
-    pydantic_ver: str = "2", extra_classes: list[type[BaseModel]] | None = None
-) -> str:
-    """Constructs a default template for pydantic classes based on the version of pydantic"""
-    ### HEADER ###
-    template = """
-{#-
-
-  Jinja2 Template for a pydantic classes
--#}
-from __future__ import annotations
-from datetime import datetime, date
-from enum import Enum
-from typing import Dict, Optional, Any, Union, ClassVar, Annotated, TypeVar, List, TYPE_CHECKING
-from pydantic import BaseModel as BaseModel, Field"""
-    if pydantic_ver == "2":
-        template += """
-from pydantic import ConfigDict, BeforeValidator
-        """
-    template += """
-from nptyping import Shape, Float, Float32, Double, Float64, LongLong, Int64, Int, Int32, Int16, Short, Int8, UInt, UInt32, UInt16, UInt8, UInt64, Number, String, Unicode, Unicode, Unicode, String, Bool, Datetime64
-from nwb_linkml.types import NDArray
-import sys
-if sys.version_info >= (3, 8):
-    from typing import Literal
-else:
-    from typing_extensions import Literal
-if TYPE_CHECKING:
-    import numpy as np
-
-{% for import_module, import_classes in imports.items() %}
-from {{ import_module }} import (
-    {{ import_classes | join(',\n    ') }}
-)
-{% endfor %}
-
-metamodel_version = "{{metamodel_version}}"
-version = "{{version if version else None}}"
-"""
-    ### BASE MODEL ###
-    if pydantic_ver == "1":  # pragma: no cover
-        template += """
-List = BaseList
-
-class WeakRefShimBaseModel(BaseModel):
-   __slots__ = '__weakref__'
-
-class ConfiguredBaseModel(WeakRefShimBaseModel,
-                validate_assignment = False,
-                validate_all = True,
-                underscore_attrs_are_private = True,
-                extra = {% if allow_extra %}'allow'{% else %}'forbid'{% endif %},
-                arbitrary_types_allowed = True,
-                use_enum_values = True):
-"""
-    else:
-        template += """
-class ConfiguredBaseModel(BaseModel):
-    model_config = ConfigDict(
-        validate_assignment = True,
-        validate_default = True,
-        extra = {% if allow_extra %}'allow'{% else %}'forbid'{% endif %},
-        arbitrary_types_allowed = True,
-        use_enum_values = True
-    )
-"""
-    ### Injected Fields
-    template += """
-{%- if injected_fields != None -%}
-    {% for field in injected_fields %}
-    {{ field }}
-    {% endfor %}
-{%- else -%}
-    pass
-{%- endif -%}
-    """
-    ### Getitem
-    template += """
-
-    def __getitem__(self, i: slice|int) -> 'np.ndarray':
-        if hasattr(self, 'array'):
-            return self.array[i]
-        else:
-            return super().__getitem__(i)
-
-    def __setitem__(self, i: slice|int, value: Any):
-        if hasattr(self, 'array'):
-            self.array[i] = value
-        else:
-            super().__setitem__(i, value)
-    """
-
-    ### Extra classes
-    if extra_classes is not None:
-        template += """{{ '\n\n' }}"""
-        for cls in extra_classes:
-            template += inspect.getsource(cls) + "\n\n"
-    ### ENUMS ###
-    template += """
-{% for e in enums.values() %}
-class {{ e.name }}(str, Enum):
-    {% if e.description -%}
-    \"\"\"
-    {{ e.description }}
-    \"\"\"
-    {%- endif %}
-    {% for _, pv in e['values'].items() -%}
-    {% if pv.description -%}
-    # {{pv.description}}
-    {%- endif %}
-    {{pv.label}} = "{{pv.value}}"
-    {% endfor %}
-    {% if not e['values'] -%}
-    dummy = "dummy"
-    {% endif %}
-{% endfor %}
-"""
-    ### CLASSES ###
-    template += """
-{%- for c in schema.classes.values() %}
-class {{ c.name }}
-    {%- if class_isa_plus_mixins[c.name] -%}
-        ({{class_isa_plus_mixins[c.name]|join(', ')}})
-    {%- else -%}
-        (ConfiguredBaseModel)
-    {%- endif -%}
-                  :
-    {% if c.description -%}
-    \"\"\"
-    {{ c.description }}
-    \"\"\"
-    {%- endif %}
-    {% for attr in c.attributes.values() if c.attributes -%}
-    {{attr.name}}:{{ ' ' }}{%- if attr.equals_string -%}
-        Literal[{{ predefined_slot_values[c.name][attr.name] }}]
-        {%- else -%}
-        {{ attr.annotations['python_range'].value }}
-        {%- endif -%}
-        {%- if attr.annotations['fixed_field'] -%}
-        {{ ' ' }}= {{ attr.annotations['fixed_field'].value }}
-        {%- else -%}
-        {{ ' ' }}= Field(
-    {%- if predefined_slot_values[c.name][attr.name] is string -%}
-        {{ predefined_slot_values[c.name][attr.name] }}
-    {%- elif attr.required -%}
-        ...
-    {%- else -%}
-        None
-    {%- endif -%}
-    {%- if attr.title != None %}, title="{{attr.title}}"{% endif -%}
-    {%- if attr.description %}, description=\"\"\"{{attr.description}}\"\"\"{% endif -%}
-    {%- if attr.minimum_value != None %}, ge={{attr.minimum_value}}{% endif -%}
-    {%- if attr.maximum_value != None %}, le={{attr.maximum_value}}{% endif -%}
-    )
-    {%- endif %}
-    {% else -%}
-    None
-    {% endfor %}
-{% endfor %}
-"""
-    ### FWD REFS / REBUILD MODEL ###
-    if pydantic_ver == "1":  # pragma: no cover
-        template += """
-# Update forward refs
-# see https://pydantic-docs.helpmanual.io/usage/postponed_annotations/
-{% for c in schema.classes.values() -%}
-{{ c.name }}.update_forward_refs()
-{% endfor %}
-"""
-    else:
-        template += """
-# Model rebuild
-# see https://pydantic-docs.helpmanual.io/usage/models/#rebuilding-a-model
-{% for c in schema.classes.values() -%}
-{{ c.name }}.model_rebuild()
-{% endfor %}    
-"""
-    return template
diff --git a/pdm.lock b/pdm.lock
new file mode 100644
index 0000000..c398836
--- /dev/null
+++ b/pdm.lock
@@ -0,0 +1,304 @@
+# This file is @generated by PDM.
+# It is not intended for manual editing.
+
+[metadata]
+groups = ["default"]
+strategy = ["cross_platform", "inherit_metadata"]
+lock_version = "4.4.1"
+content_hash = "sha256:761d4dccd4e594b9e441dddefdb5677d22a4a94c129183e0bb8c88d9acbea1b9"
+
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+requires_python = ">=3.8"
+summary = "Reusable constraint types to use with typing.Annotated"
+groups = ["default"]
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+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
+[[package]]
+name = "blosc2"
+version = "2.5.1"
+requires_python = "<4,>=3.8"
+summary = "Python wrapper for the C-Blosc2 library"
+groups = ["default"]
+dependencies = [
+    "msgpack",
+    "ndindex>=1.4",
+    "numpy>=1.20.3",
+    "py-cpuinfo",
+]
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-]
-
-[[package]]
-name = "zipp"
-version = "3.17.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
-
-[extras]
-dev = ["autodoc-pydantic", "black", "coverage", "coveralls", "furo", "linkml", "linkml-runtime", "myst-parser", "pytest", "pytest-cov", "pytest-depends", "ruff", "sphinx", "sphinx-autobuild", "sphinx-design"]
-docs = ["autodoc-pydantic", "furo", "myst-parser", "sphinx", "sphinx-design"]
-linkml = ["linkml", "linkml-runtime"]
-tests = ["coverage", "coveralls", "pytest", "pytest-cov", "pytest-depends"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.11"
-content-hash = "705fc6a0bad3bc916dc36da3554f46fc0f0d750af32cd32ee95637f491170116"
diff --git a/pyproject.toml b/pyproject.toml
index 537eb48..0979e59 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,62 +1,59 @@
-[tool.poetry]
+[project]
 name = "numpydantic"
 version = "0.0.0"
 description = "Type and shape validation and serialization for numpy arrays in pydantic models"
-authors = ["sneakers-the-rat <sneakers-the-rat@protonmail.com>"]
-license = "MIT"
+authors = [
+    {name = "sneakers-the-rat", email = "sneakers-the-rat@protonmail.com"},
+]
+dependencies = [
+    "pydantic>=2.3.0",
+    "nptyping>=2.5.0",
+    "blosc2<3.0.0,>=2.5.1",
+]
+requires-python = "<4.0,>=3.9"
 readme = "README.md"
+license = {text = "MIT"}
 
-[tool.poetry.dependencies]
-python = "^3.11"
-pydantic = ">=2.3.0"
-nptyping = ">=2.5.0"
-blosc2 = "^2.5.1"
-dask = { version=">=2024.1.1", extras=["array"]}
-h5py = ">=3.10.0"
-pytest = { version=">=7.4.0", optional = true}
-pytest-depends = {version="^1.0.1", optional = true}
-coverage = {version = ">=6.1.1", optional = true}
-pytest-cov = {version = "^4.1.0", optional = true}
-coveralls = {version = "^3.3.1", optional = true}
-sphinx = {version = "^7.2.6", optional = true}
-furo = {version = ">=2024.1.29", optional = true}
-myst-parser = {version = "^2.0.0", optional = true}
-autodoc-pydantic = {version = "^2.0.1", optional = true}
-sphinx-autobuild = {version = ">=2021.3.14", optional = true}
-sphinx-design = {version = "^0.5.0", optional = true}
-black = {version = "^24.1.1", optional = true}
-ruff = {version = "^0.2.0", optional = true}
-linkml = {version = ">=1.7.0", optional = true}
-linkml-runtime = {version = ">=1.7.0", optional = true}
 
-[tool.poetry.extras]
-#proxy = [
-#    "dask", "h5py"
-#]
-linkml = [
-    "linkml", "linkml-runtime"
+[project.optional-dependencies]
+dask = [
+    "dask[array]>=2024.1.1"
+]
+hdf5 = [
+    "h5py>=3.10.0"
+]
+arrays = [
+    "numpydantic[dask,hdf5]"
 ]
 tests = [
-    "pytest", "pytest-depends", "coverage", "pytest-cov", "coveralls"
+    "numpydantic[arrays]",
+    "pytest>=7.4.0",
+    "pytest-depends<2.0.0,>=1.0.1",
+    "coverage>=6.1.1",
+    "pytest-cov<5.0.0,>=4.1.0",
+    "coveralls<4.0.0,>=3.3.1"
 ]
 docs = [
-    "sphinx", "furo", "myst-parser", "autodoc-pydantic", "sphinx-design"
-]
+    "sphinx<8.0.0,>=7.2.6",
+    "furo>=2024.1.29",
+    "myst-parser<3.0.0,>=2.0.0",
+    "autodoc-pydantic<3.0.0,>=2.0.1",
+    "sphinx-design<1.0.0,>=0.5.0"]
 dev = [
-    "sphinx-autobuild", "black", "ruff",
-    # proxy
-    # "dask", "h5py",
-    # linkml
-    "linkml", "linkml-runtime",
-    # tests
-    "pytest", "pytest-depends", "coverage", "pytest-cov", "coveralls",
-    # docs
-    "sphinx", "furo", "myst-parser", "autodoc-pydantic", "sphinx-design"
+    "numpydantic[tests,docs]",
+    "sphinx-autobuild>=2021.3.14",
+    "black<25.0.0,>=24.1.1",
+    "ruff<1.0.0,>=0.2.0"
 ]
 
+[tool.pdm]
+distribution = true
+
+[tool.pdm.build]
+includes = []
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+requires = ["pdm-backend"]
+build-backend = "pdm.backend"
 
 [tool.pytest.ini_options]
 addopts = [
@@ -109,4 +106,4 @@ fixable = ["ALL"]
 [tool.mypy]
 plugins = [
     "pydantic.mypy"
-]
+]
\ No newline at end of file
diff --git a/src/numpydantic/__init__.py b/src/numpydantic/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/test_linkml/test_ndarraygen.py b/tests/test_linkml/test_ndarraygen.py
deleted file mode 100644
index ba1e554..0000000
--- a/tests/test_linkml/test_ndarraygen.py
+++ /dev/null
@@ -1,14 +0,0 @@
-import pytest
-
-from numpydantic.linkml import ArrayFormat, NWBLinkMLArraylike
-
-from ..fixtures import nwb_linkml_array
-
-
-def test_nwb_linkml_array(nwb_linkml_array):
-    classdef, generated = nwb_linkml_array
-
-    assert ArrayFormat.is_array(classdef)
-    assert NWBLinkMLArraylike.check(classdef)
-    assert ArrayFormat.get(classdef) is NWBLinkMLArraylike
-    assert generated == NWBLinkMLArraylike.make(classdef)