diff --git a/.github/workflows/test-deps.yaml b/.github/workflows/test-deps.yaml
index f7f0eb0d..8b0e855c 100644
--- a/.github/workflows/test-deps.yaml
+++ b/.github/workflows/test-deps.yaml
@@ -147,7 +147,7 @@ jobs:
       matrix:
         os: [ ubuntu-latest ]
         python-version: [ '3.9', '3.10', '3.11' ]
-        polars-version: [ '0.19.6', '0.18.15' ]
+        polars-version: [ '0.19.7', '0.18.15' ]
 
     steps:
       - name: Checkout
@@ -189,11 +189,11 @@ jobs:
       matrix:
         os: [ ubuntu-latest ]
         python-version: [ '3.9', '3.10', '3.11' ]
-        torch-version: [ 2.0.1, 1.13.1, 1.12.1, 1.11.0, 1.10.0 ]
+        torch-version: [ 2.1.0, 2.0.1, 1.13.1, 1.12.1, 1.11.0, 1.10.2 ]
         exclude:
-          - torch-version: 1.10.0
+          - torch-version: 1.10.2
             python-version: 3.10
-          - torch-version: 1.10.0
+          - torch-version: 1.10.2
             python-version: 3.11
           - torch-version: 1.11.0
             python-version: 3.11
diff --git a/README.md b/README.md
index 01638be1..8c8c1e75 100644
--- a/README.md
+++ b/README.md
@@ -142,6 +142,7 @@ The following is the corresponding `coola` versions and supported dependencies.
 
 | `coola`  | `jax`<sup>*</sup> | `numpy`<sup>*</sup> | `pandas`<sup>*</sup> | `polars`<sup>*</sup> | `torch`<sup>*</sup> | `xarray`<sup>*</sup> | `python`      |
 |----------|-------------------|---------------------|----------------------|----------------------|---------------------|----------------------|---------------|
+| `0.0.24` | `>=0.3,<0.5`      | `>=1.21,<1.27`      | `>=1.3,<2.2`         | `>=0.18.3,<0.20`     | `>=1.10,<2.2`       | `>=2023.3,<2023.9`   | `>=3.9,<3.12` |
 | `0.0.23` | `>=0.3,<0.5`      | `>=1.21,<1.27`      | `>=1.3,<2.2`         | `>=0.18.3,<0.20`     | `>=1.10,<2.1`       | `>=2023.3,<2023.9`   | `>=3.9,<3.12` |
 | `0.0.22` | `>=0.3,<0.5`      | `>=1.20,<1.26`      | `>=1.3,<2.1`         | `>=0.18.3,<0.19`     | `>=1.10,<2.1`       | `>=2023.3,<2023.9`   | `>=3.9,<3.12` |
 | `0.0.21` | `>=0.3,<0.5`      | `>=1.20,<1.26`      | `>=1.3,<2.1`         | `>=0.18.3,<0.19`     | `>=1.10,<2.1`       | `>=2023.3,<2023.8`   | `>=3.9,<3.12` |
diff --git a/poetry.lock b/poetry.lock
index 90c05a5f..692751de 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -333,6 +333,41 @@ docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
 typing = ["typing-extensions (>=4.7.1)"]
 
+[[package]]
+name = "fsspec"
+version = "2023.9.2"
+description = "File-system specification"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2023.9.2-py3-none-any.whl", hash = "sha256:603dbc52c75b84da501b9b2ec8c11e1f61c25984c4a0dda1f129ef391fbfc9b4"},
+    {file = "fsspec-2023.9.2.tar.gz", hash = "sha256:80bfb8c70cc27b2178cc62a935ecf242fc6e8c3fb801f9c571fc01b1e715ba7d"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+devel = ["pytest", "pytest-cov"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
+
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
@@ -973,17 +1008,17 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "polars"
-version = "0.19.6"
+version = "0.19.7"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "polars-0.19.6-cp38-abi3-macosx_10_7_x86_64.whl", hash = "sha256:a9667e1afcada45c0a32df7c1cd3b588a32424249487db4ef931841859020db4"},
-    {file = "polars-0.19.6-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:21e1b6648fcbf79ccb69a1f09c490574b3ec6556af4d3044da6ccf8353a77915"},
-    {file = "polars-0.19.6-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b8f5ca5a682ae3ebfda5993847cee4818f546ea6ab40fe5fb275093db2a14ac"},
-    {file = "polars-0.19.6-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:52259072fa9c5aac0a54a52fe74039fe5bf157ddc7ec38df19cee6c8594918d9"},
-    {file = "polars-0.19.6-cp38-abi3-win_amd64.whl", hash = "sha256:f4eb5860301bb3ad4d6e9bb6c319e099fc5d0a6dbe47c60b44323b96a09ec1ea"},
-    {file = "polars-0.19.6.tar.gz", hash = "sha256:b0e4be7db019152ee5fa26b42515474037472521a1ce5a113b0f0bb4209205fd"},
+    {file = "polars-0.19.7-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:c0f0c40abbd6eb5f8356812cfdc40f6c0a4243f61c838bea12ba97a03805c09f"},
+    {file = "polars-0.19.7-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:0b03ff38ff673d0f802e6756873f1b26e21917f6043876e845212e0a50d26a33"},
+    {file = "polars-0.19.7-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c99eba34260e83fa3f7105348e4c442b0c3196510be9c7c7fc6ddc0af7b580f7"},
+    {file = "polars-0.19.7-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b49f6d5dad6fa2ddbe8994481edfb42fec396d59f8a72c2ddfeb6839e21166e6"},
+    {file = "polars-0.19.7-cp38-abi3-win_amd64.whl", hash = "sha256:cf6349c168324362208653fb379b77ac10d565febf45c28c60f4240ecbbece03"},
+    {file = "polars-0.19.7.tar.gz", hash = "sha256:623a348b4a6d118923f3efb906936137744667f32b766891aa67d144912d9f5a"},
 ]
 
 [package.extras]
@@ -1439,35 +1474,36 @@ files = [
 
 [[package]]
 name = "torch"
-version = "2.0.1"
+version = "2.1.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = true
 python-versions = ">=3.8.0"
 files = [
-    {file = "torch-2.0.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:8ced00b3ba471856b993822508f77c98f48a458623596a4c43136158781e306a"},
-    {file = "torch-2.0.1-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:359bfaad94d1cda02ab775dc1cc386d585712329bb47b8741607ef6ef4950747"},
-    {file = "torch-2.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:7c84e44d9002182edd859f3400deaa7410f5ec948a519cc7ef512c2f9b34d2c4"},
-    {file = "torch-2.0.1-cp310-none-macosx_10_9_x86_64.whl", hash = "sha256:567f84d657edc5582d716900543e6e62353dbe275e61cdc36eda4929e46df9e7"},
-    {file = "torch-2.0.1-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:787b5a78aa7917465e9b96399b883920c88a08f4eb63b5a5d2d1a16e27d2f89b"},
-    {file = "torch-2.0.1-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:e617b1d0abaf6ced02dbb9486803abfef0d581609b09641b34fa315c9c40766d"},
-    {file = "torch-2.0.1-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:b6019b1de4978e96daa21d6a3ebb41e88a0b474898fe251fd96189587408873e"},
-    {file = "torch-2.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:dbd68cbd1cd9da32fe5d294dd3411509b3d841baecb780b38b3b7b06c7754434"},
-    {file = "torch-2.0.1-cp311-none-macosx_10_9_x86_64.whl", hash = "sha256:ef654427d91600129864644e35deea761fb1fe131710180b952a6f2e2207075e"},
-    {file = "torch-2.0.1-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:25aa43ca80dcdf32f13da04c503ec7afdf8e77e3a0183dd85cd3e53b2842e527"},
-    {file = "torch-2.0.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:5ef3ea3d25441d3957348f7e99c7824d33798258a2bf5f0f0277cbcadad2e20d"},
-    {file = "torch-2.0.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:0882243755ff28895e8e6dc6bc26ebcf5aa0911ed81b2a12f241fc4b09075b13"},
-    {file = "torch-2.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:f66aa6b9580a22b04d0af54fcd042f52406a8479e2b6a550e3d9f95963e168c8"},
-    {file = "torch-2.0.1-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:1adb60d369f2650cac8e9a95b1d5758e25d526a34808f7448d0bd599e4ae9072"},
-    {file = "torch-2.0.1-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:1bcffc16b89e296826b33b98db5166f990e3b72654a2b90673e817b16c50e32b"},
-    {file = "torch-2.0.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:e10e1597f2175365285db1b24019eb6f04d53dcd626c735fc502f1e8b6be9875"},
-    {file = "torch-2.0.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:423e0ae257b756bb45a4b49072046772d1ad0c592265c5080070e0767da4e490"},
-    {file = "torch-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:8742bdc62946c93f75ff92da00e3803216c6cce9b132fbca69664ca38cfb3e18"},
-    {file = "torch-2.0.1-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:c62df99352bd6ee5a5a8d1832452110435d178b5164de450831a3a8cc14dc680"},
-    {file = "torch-2.0.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:671a2565e3f63b8fe8e42ae3e36ad249fe5e567435ea27b94edaa672a7d0c416"},
+    {file = "torch-2.1.0-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:bf57f8184b2c317ef81fb33dc233ce4d850cd98ef3f4a38be59c7c1572d175db"},
+    {file = "torch-2.1.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a04a0296d47f28960f51c18c5489a8c3472f624ec3b5bcc8e2096314df8c3342"},
+    {file = "torch-2.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:0bd691efea319b14ef239ede16d8a45c246916456fa3ed4f217d8af679433cc6"},
+    {file = "torch-2.1.0-cp310-none-macosx_10_9_x86_64.whl", hash = "sha256:101c139152959cb20ab370fc192672c50093747906ee4ceace44d8dd703f29af"},
+    {file = "torch-2.1.0-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:a6b7438a90a870e4cdeb15301519ae6c043c883fcd224d303c5b118082814767"},
+    {file = "torch-2.1.0-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:2224622407ca52611cbc5b628106fde22ed8e679031f5a99ce286629fc696128"},
+    {file = "torch-2.1.0-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:8132efb782cd181cc2dcca5e58effbe4217cdb2581206ac71466d535bf778867"},
+    {file = "torch-2.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:5c3bfa91ce25ba10116c224c59d5b64cdcce07161321d978bd5a1f15e1ebce72"},
+    {file = "torch-2.1.0-cp311-none-macosx_10_9_x86_64.whl", hash = "sha256:601b0a2a9d9233fb4b81f7d47dca9680d4f3a78ca3f781078b6ad1ced8a90523"},
+    {file = "torch-2.1.0-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:3cd1dedff13884d890f18eea620184fb4cd8fd3c68ce3300498f427ae93aa962"},
+    {file = "torch-2.1.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:fb7bf0cc1a3db484eb5d713942a93172f3bac026fcb377a0cd107093d2eba777"},
+    {file = "torch-2.1.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:761822761fffaa1c18a62c5deb13abaa780862577d3eadc428f1daa632536905"},
+    {file = "torch-2.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:458a6d6d8f7d2ccc348ac4d62ea661b39a3592ad15be385bebd0a31ced7e00f4"},
+    {file = "torch-2.1.0-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:c8bf7eaf9514465e5d9101e05195183470a6215bb50295c61b52302a04edb690"},
+    {file = "torch-2.1.0-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:05661c32ec14bc3a157193d0f19a7b19d8e61eb787b33353cad30202c295e83b"},
+    {file = "torch-2.1.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:556d8dd3e0c290ed9d4d7de598a213fb9f7c59135b4fee144364a8a887016a55"},
+    {file = "torch-2.1.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:de7d63c6ecece118684415a3dbd4805af4a4c1ee1490cccf7405d8c240a481b4"},
+    {file = "torch-2.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:2419cf49aaf3b2336c7aa7a54a1b949fa295b1ae36f77e2aecb3a74e3a947255"},
+    {file = "torch-2.1.0-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:6ad491e70dbe4288d17fdbfc7fbfa766d66cbe219bc4871c7a8096f4a37c98df"},
+    {file = "torch-2.1.0-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:421739685eba5e0beba42cb649740b15d44b0d565c04e6ed667b41148734a75b"},
 ]
 
 [package.dependencies]
 filelock = "*"
+fsspec = "*"
 jinja2 = "*"
 networkx = "*"
 sympy = "*"
@@ -1656,4 +1692,4 @@ all = ["jax", "jaxlib", "numpy", "pandas", "polars", "torch", "xarray"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "0c92126d8edc115cb075b858a0c8af911c9a71d066a84d5ef235aa6f15b0e487"
+content-hash = "c0637f6b1a5db29cf5c7b4c7939e741d5cbcece7e11349edddb9d7ac1d3852b9"
diff --git a/pyproject.toml b/pyproject.toml
index e4568268..a27da2e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "coola"
-version = "0.0.24a0"
+version = "0.0.24a1"
 description = "A library to check if two complex/nested objects are equal or not"
 readme = "README.md"
 authors = ["Thibaut Durand <durand.tibo+gh@gmail.com>"]
@@ -38,7 +38,7 @@ numpy = { version = ">=1.21,<1.27", optional = true }
 pandas = { version = ">=1.3,<2.2", optional = true }
 # polars: 0.18.3 is the minimal version because of https://github.com/pola-rs/polars/issues/9358
 polars = { version = ">=0.18.3,<0.20", optional = true }
-torch = { version = ">=1.10,<2.1", optional = true }
+torch = { version = ">=1.10,<2.2", optional = true }
 xarray = { version = ">=2023.3,<2023.9", optional = true }
 
 [tool.poetry.extras]