diff --git a/src/ntops/__init__.py b/src/ntops/__init__.py
index a4de9bf..2d690be 100644
--- a/src/ntops/__init__.py
+++ b/src/ntops/__init__.py
@@ -1,3 +1,3 @@
-from ntops import torch
+from ntops import kernels, torch
 
-__all__ = ["torch"]
+__all__ = ["kernels", "torch"]
diff --git a/src/ntops/kernels/__init__.py b/src/ntops/kernels/__init__.py
index e69de29..084e52c 100644
--- a/src/ntops/kernels/__init__.py
+++ b/src/ntops/kernels/__init__.py
@@ -0,0 +1,79 @@
+from ntops.kernels import (
+    abs,
+    add,
+    addmm,
+    bitwise_and,
+    bitwise_not,
+    bitwise_or,
+    bmm,
+    clamp,
+    cos,
+    div,
+    dropout,
+    eq,
+    exp,
+    ge,
+    gelu,
+    gt,
+    isinf,
+    isnan,
+    layer_norm,
+    le,
+    lt,
+    mm,
+    mul,
+    ne,
+    neg,
+    pow,
+    relu,
+    rms_norm,
+    rotary_position_embedding,
+    rsqrt,
+    scaled_dot_product_attention,
+    sigmoid,
+    silu,
+    sin,
+    softmax,
+    sub,
+    tanh,
+)
+
+__all__ = [
+    "abs",
+    "add",
+    "addmm",
+    "bitwise_and",
+    "bitwise_not",
+    "bitwise_or",
+    "bmm",
+    "clamp",
+    "cos",
+    "div",
+    "dropout",
+    "eq",
+    "exp",
+    "ge",
+    "gelu",
+    "gt",
+    "isinf",
+    "isnan",
+    "layer_norm",
+    "le",
+    "lt",
+    "mm",
+    "mul",
+    "ne",
+    "neg",
+    "pow",
+    "relu",
+    "rms_norm",
+    "rotary_position_embedding",
+    "rsqrt",
+    "scaled_dot_product_attention",
+    "sigmoid",
+    "silu",
+    "sin",
+    "softmax",
+    "sub",
+    "tanh",
+]
diff --git a/src/ntops/torch.py b/src/ntops/torch.py
index 3312b96..2d5d69a 100644
--- a/src/ntops/torch.py
+++ b/src/ntops/torch.py
@@ -5,43 +5,7 @@
 import ninetoothed
 import torch
 
-import ntops.kernels.abs
-import ntops.kernels.add
-import ntops.kernels.addmm
-import ntops.kernels.bitwise_and
-import ntops.kernels.bitwise_not
-import ntops.kernels.bitwise_or
-import ntops.kernels.bmm
-import ntops.kernels.clamp
-import ntops.kernels.cos
-import ntops.kernels.div
-import ntops.kernels.dropout
-import ntops.kernels.eq
-import ntops.kernels.exp
-import ntops.kernels.ge
-import ntops.kernels.gelu
-import ntops.kernels.gt
-import ntops.kernels.isinf
-import ntops.kernels.isnan
-import ntops.kernels.layer_norm
-import ntops.kernels.le
-import ntops.kernels.lt
-import ntops.kernels.mm
-import ntops.kernels.mul
-import ntops.kernels.ne
-import ntops.kernels.neg
-import ntops.kernels.pow
-import ntops.kernels.relu
-import ntops.kernels.rms_norm
-import ntops.kernels.rotary_position_embedding
-import ntops.kernels.rsqrt
-import ntops.kernels.scaled_dot_product_attention
-import ntops.kernels.sigmoid
-import ntops.kernels.silu
-import ntops.kernels.sin
-import ntops.kernels.softmax
-import ntops.kernels.sub
-import ntops.kernels.tanh
+import ntops
 from ntops.kernels.scaled_dot_product_attention import CausalVariant