diff --git a/CHANGELOG.md b/CHANGELOG.md
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--- /dev/null
+++ b/CHANGELOG.md
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+# Revision history for generic-grow-vector
+
+## 0.1.0.0 -- YYYY-mm-dd
+
+* First version. Released on an unsuspecting world.
diff --git a/Data/Vector/Growable.hs b/Data/Vector/Growable.hs
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--- /dev/null
+++ b/Data/Vector/Growable.hs
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+module Data.Vector.Growable
+  ( Growable
+  -- * Type synonyms
+  , GrowableVector
+  , GrowableUnboxedVector
+  , GrowableStorableVector
+  , GrowableIOVector
+  , GrowableUnboxedIOVector
+  , GrowableStorableIOVector
+  -- * Operations
+  , new
+  , withCapacity
+  , replicate
+  , replicateM
+  , push
+  , pop
+  , length
+  , null
+  , read
+  , write
+  , modify
+  , thaw
+  , freeze
+  , unsafeFreeze
+  , fromGrowable
+  , toGrowable
+  ) where
+
+import Prelude hiding (read, length, replicate, null)
+import Control.Exception
+import Control.Monad.Catch
+import Control.Monad.Primitive
+import Data.Bits
+import Data.Primitive.MutVar
+import qualified Data.Vector.Generic as G
+import qualified Data.Vector.Generic.Mutable as MV
+import Data.Vector.Generic.Mutable (MVector)
+import qualified Data.Vector.Mutable as V
+import qualified Data.Vector.Unboxed.Mutable as U
+import qualified Data.Vector.Storable.Mutable as S
+
+data GVState v s a = GVState !Int !(v s a)
+
+-- | 'Growable' is a dynamic vector based on mutable vector @v@.
+newtype Growable v s a = Growable (MutVar s (GVState v s a))
+
+type GrowableVector = Growable V.MVector
+type GrowableUnboxedVector = Growable U.MVector
+type GrowableStorableVector = Growable S.MVector
+type GrowableIOVector = Growable V.MVector RealWorld
+type GrowableUnboxedIOVector = Growable U.MVector RealWorld
+type GrowableStorableIOVector = Growable S.MVector RealWorld
+
+-- | Create an empty vector with the given number of pre-allocated elements.
+withCapacity :: (PrimMonad m, MVector v a) => Int -> m (Growable v (PrimState m) a) 
+withCapacity cap = do
+  vec <- MV.new cap
+  Growable <$> newMutVar (GVState 0 vec)
+{-# INlINE withCapacity #-}
+
+-- | Create an empty vector
+new :: (PrimMonad m, MVector v a) => m (Growable v (PrimState m) a) 
+new = withCapacity 0
+{-# INLINE new #-}
+
+-- | Create a vector and fill with the initial value.
+replicate :: (PrimMonad m, MVector v a) => Int -> a -> m (Growable v (PrimState m) a)
+replicate len a = do
+  vec <- MV.replicate len a
+  Growable <$> newMutVar (GVState len vec)
+{-# INLINE replicate #-}
+
+-- | Like 'replicate', but initialises the elements by running the action repeatedly
+replicateM :: (PrimMonad m, MVector v a) => Int -> m a -> m (Growable v (PrimState m) a)
+replicateM len a = do
+  vec <- MV.replicateM len a
+  Growable <$> newMutVar (GVState len vec)
+{-# INLINE replicateM #-}
+
+-- | Append an element to the vector (not atomic).
+push :: (PrimMonad m, MVector v a) => Growable v (PrimState m) a -> a -> m ()
+push (Growable ref) val = do
+  GVState len vec <- readMutVar ref
+  vec' <- if MV.length vec == len
+    then MV.unsafeGrow vec (max 1 len)
+    else pure vec
+  writeMutVar ref $ GVState (len + 1) vec'
+  MV.write vec' len val
+{-# INLINE push #-}
+
+-- | Pop the last element. Returns 'Nothing' if the vector is empty.
+pop :: (PrimMonad m, MVector v a) => Growable v (PrimState m) a -> m (Maybe a)
+pop (Growable ref) = do
+  GVState len vec <- readMutVar ref
+  if len == 0
+    then pure Nothing
+    else do
+      writeMutVar ref $ GVState (len - 1) vec
+      Just <$> MV.unsafeRead vec (len - 1)
+{-# INLINE pop #-}
+
+-- | Get the length of the vector.
+length :: (PrimMonad m) => Growable v (PrimState m) a -> m Int
+length (Growable ref) = do
+  GVState len _ <- readMutVar ref
+  pure len
+{-# INLINE length #-}
+
+-- | Returns 'True' if the vector is empty
+null :: (PrimMonad m) => Growable v (PrimState m) a -> m Bool
+null (Growable ref) = do
+  GVState len _ <- readMutVar ref
+  pure $ len == 0
+{-# INLINE null #-}
+
+-- | May throw 'IndexOutOfBounds'
+read :: (PrimMonad m, MVector v a, MonadThrow m) => Growable v (PrimState m) a -> Int -> m a
+read (Growable ref) i = do
+  GVState len vec <- readMutVar ref
+  if i < len
+    then MV.unsafeRead vec i
+    else throwM $ IndexOutOfBounds $ show len <> " <= " <> show i
+{-# INLINE read #-}
+
+-- | Throws 'IndexOutOfBounds' if the index is larger than the size.
+write :: (PrimMonad m, MVector v a, MonadThrow m) => Growable v (PrimState m) a -> Int -> a -> m ()
+write (Growable ref) i val = do
+  GVState len vec <- readMutVar ref
+  case len `compare` i of
+    LT -> throwM $ IndexOutOfBounds $ show len <> " < " <> show i
+    EQ -> do
+      let amount = 1 `shiftL` (finiteBitSize i - countLeadingZeros i) - MV.length vec
+      vec' <- MV.unsafeGrow vec amount
+      MV.unsafeWrite vec' i val
+      writeMutVar ref $ GVState (i + 1) vec'
+    GT -> MV.unsafeWrite vec i val
+{-# INLINE write #-}
+
+modify :: (PrimMonad m, MVector v a, MonadThrow m) => Growable v (PrimState m) a -> (a -> a) -> Int -> m ()
+modify (Growable ref) f i = do
+  GVState len vec <- readMutVar ref
+  if len <= i
+    then throwM $ IndexOutOfBounds $ show len <> " <= " <> show i
+    else MV.unsafeModify vec f i
+{-# INLINE modify #-}
+
+-- | Thaw an immutable vector and create a 'Growable' one.
+thaw :: (G.Vector v a, PrimMonad m) => v a -> m (Growable (G.Mutable v) (PrimState m) a)
+thaw v = do
+  vec <- G.thaw v
+  Growable <$> newMutVar (GVState (G.length v) vec)
+{-# INLINE thaw #-}
+
+-- | Take a snapshot of a 'Growable' vector.
+freeze :: (G.Vector v a, PrimMonad m) => Growable (G.Mutable v) (PrimState m) a -> m (v a)
+freeze (Growable ref) = do
+  GVState len vec <- readMutVar ref
+  v <- G.freeze vec
+  pure $! G.unsafeTake len v
+{-# INLINE freeze #-}
+
+-- | Take a snapshot of a 'Growable' vector. The original vector may not be used.
+unsafeFreeze :: (G.Vector v a, PrimMonad m) => Growable (G.Mutable v) (PrimState m) a -> m (v a)
+unsafeFreeze (Growable ref) = do
+  GVState len vec <- readMutVar ref
+  v <- G.unsafeFreeze vec
+  pure $! G.unsafeTake len v
+{-# INLINE unsafeFreeze #-}
+
+-- | Turn 'Growable' vector into a regular mutable vector.
+fromGrowable :: (PrimMonad m, MVector v a) => Growable v (PrimState m) a -> m (v (PrimState m) a)
+fromGrowable (Growable ref) = do
+  GVState len vec <- readMutVar ref
+  pure $! MV.unsafeTake len vec
+{-# INLINE fromGrowable #-}
+
+-- | Create a 'Growable' vector from a mutable vector.
+toGrowable ::  (PrimMonad m, MVector v a) => v (PrimState m) a -> m (Growable v (PrimState m) a)
+toGrowable vec = Growable <$> newMutVar (GVState (MV.length vec) vec)
+{-# INLINE toGrowable #-}
diff --git a/LICENSE b/LICENSE
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--- /dev/null
+++ b/LICENSE
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+Copyright Fumiaki Kinoshita (c) 2020
+
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+    * Redistributions of source code must retain the above copyright
+      notice, this list of conditions and the following disclaimer.
+
+    * Redistributions in binary form must reproduce the above
+      copyright notice, this list of conditions and the following
+      disclaimer in the documentation and/or other materials provided
+      with the distribution.
+
+    * Neither the name of Fumiaki Kinoshita nor the names of other
+      contributors may be used to endorse or promote products derived
+      from this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/Setup.hs b/Setup.hs
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--- /dev/null
+++ b/Setup.hs
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+import Distribution.Simple
+main = defaultMain
diff --git a/data-vector-growable.cabal b/data-vector-growable.cabal
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--- /dev/null
+++ b/data-vector-growable.cabal
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+cabal-version:       2.2
+name:                data-vector-growable
+version:             0
+synopsis:            Dynamic growable resizable mutable generic vector
+description:         Dynamic, growable, resizable, mutable and generic vector implementation
+bug-reports:         https://github.com/fumieval/data-vector-growable
+license:             BSD-3-Clause
+license-file:        LICENSE
+author:              Fumiaki Kinoshita
+maintainer:          fumiexcel@gmail.com
+copyright:           Copyright (c) 2020 Fumiaki Kinoshita
+category:            Data, Data Structures
+build-type:          Simple
+extra-source-files:  CHANGELOG.md
+
+library
+  exposed-modules:     Data.Vector.Growable
+  build-depends:       base >= 4.10 && <5
+    , vector ^>= 0.12
+    , primitive ^>= 0.7
+    , exceptions ^>= 0.10
+  default-language:    Haskell2010
+  ghc-options: -Wall -Wcompat
+
+source-repository head
+  type: git
+  location: https://github.com/fumieval/data-vector-growable
