diff --git a/Pipfile b/Pipfile
index 83f2060..20b9e6b 100644
--- a/Pipfile
+++ b/Pipfile
@@ -1,6 +1,6 @@
 [packages]
 absl-py = ">=1.4.0"
-mlgo-utils = ">=18.0.0.dev202401210722"
+mlgo-utils = ">=19.0.0.dev202407082111"
 ray = ">=2.5.1"
 toml = ">=0.10.2"
 pandas = ">=2.0.3"
diff --git a/Pipfile.lock b/Pipfile.lock
index 08ff04b..be22502 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "8689e3d3a6a936c175b3d0f5a34d4e9100fc2d66d4a0cf909d41c1c9672c9390"
+            "sha256": "c72ecf12860da40790f8c9fd21b027883ccbe30bfabc7710b81dd58256276147"
         },
         "pipfile-spec": 6,
         "requires": {},
@@ -41,11 +41,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f",
-                "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"
+                "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b",
+                "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2024.2.2"
+            "version": "==2024.7.4"
         },
         "charset-normalizer": {
             "hashes": [
@@ -153,11 +153,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e",
-                "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"
+                "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb",
+                "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.13.1"
+            "version": "==3.15.4"
         },
         "frozenlist": {
             "hashes": [
@@ -244,27 +244,27 @@
         },
         "idna": {
             "hashes": [
-                "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca",
-                "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"
+                "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc",
+                "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==3.6"
+            "version": "==3.7"
         },
         "joblib": {
             "hashes": [
-                "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1",
-                "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"
+                "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6",
+                "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.3.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.4.2"
         },
         "jsonschema": {
             "hashes": [
-                "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f",
-                "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"
+                "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4",
+                "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.21.1"
+            "version": "==4.23.0"
         },
         "jsonschema-specifications": {
             "hashes": [
@@ -288,255 +288,264 @@
         },
         "llvmlite": {
             "hashes": [
-                "sha256:05cb7e9b6ce69165ce4d1b994fbdedca0c62492e537b0cc86141b6e2c78d5888",
-                "sha256:08fa9ab02b0d0179c688a4216b8939138266519aaa0aa94f1195a8542faedb56",
-                "sha256:3366938e1bf63d26c34fbfb4c8e8d2ded57d11e0567d5bb243d89aab1eb56098",
-                "sha256:43d65cc4e206c2e902c1004dd5418417c4efa6c1d04df05c6c5675a27e8ca90e",
-                "sha256:70f44ccc3c6220bd23e0ba698a63ec2a7d3205da0d848804807f37fc243e3f77",
-                "sha256:763f8d8717a9073b9e0246998de89929071d15b47f254c10eef2310b9aac033d",
-                "sha256:7e0c4c11c8c2aa9b0701f91b799cb9134a6a6de51444eff5a9087fc7c1384275",
-                "sha256:81e674c2fe85576e6c4474e8c7e7aba7901ac0196e864fe7985492b737dbab65",
-                "sha256:8d90edf400b4ceb3a0e776b6c6e4656d05c7187c439587e06f86afceb66d2be5",
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-                "sha256:c5bece0cdf77f22379f19b1959ccd7aee518afa4afbd3656c6365865f84903f9",
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+                "sha256:14f0e4bf2fd2d9a75a3534111e8ebeb08eda2f33e9bdd6dfa13282afacdde0ed",
+                "sha256:18e9953c748b105668487b7c81a3e97b046d8abf95c4ddc0cd3c94f4e4651ae8",
+                "sha256:35d80d61d0cda2d767f72de99450766250560399edc309da16937b93d3b676e7",
+                "sha256:3e8d0618cb9bfe40ac38a9633f2493d4d4e9fcc2f438d39a4e854f39cc0f5f98",
+                "sha256:47e147cdda9037f94b399bf03bfd8a6b6b1f2f90be94a454e3386f006455a9b4",
+                "sha256:6912a87782acdff6eb8bf01675ed01d60ca1f2551f8176a300a886f09e836a6a",
+                "sha256:6d4fd101f571a31acb1559ae1af30f30b1dc4b3186669f92ad780e17c81e91bc",
+                "sha256:74937acd22dc11b33946b67dca7680e6d103d6e90eeaaaf932603bec6fe7b03a",
+                "sha256:7a2872ee80dcf6b5dbdc838763d26554c2a18aa833d31a2635bff16aafefb9c9",
+                "sha256:7d434ec7e2ce3cc8f452d1cd9a28591745de022f931d67be688a737320dfcead",
+                "sha256:977525a1e5f4059316b183fb4fd34fa858c9eade31f165427a3977c95e3ee749",
+                "sha256:9cd2a7376f7b3367019b664c21f0c61766219faa3b03731113ead75107f3b66c",
+                "sha256:a289af9a1687c6cf463478f0fa8e8aa3b6fb813317b0d70bf1ed0759eab6f761",
+                "sha256:ae2b5b5c3ef67354824fb75517c8db5fbe93bc02cd9671f3c62271626bc041d5",
+                "sha256:bc9efc739cc6ed760f795806f67889923f7274276f0eb45092a1473e40d9b867",
+                "sha256:c1da416ab53e4f7f3bc8d4eeba36d801cc1894b9fbfbf2022b29b6bad34a7df2",
+                "sha256:d5bd550001d26450bd90777736c69d68c487d17bf371438f975229b2b8241a91",
+                "sha256:df6509e1507ca0760787a199d19439cc887bfd82226f5af746d6977bd9f66844",
+                "sha256:e0a9a1a39d4bf3517f2af9d23d479b4175ead205c592ceeb8b89af48a327ea57",
+                "sha256:eccce86bba940bae0d8d48ed925f21dbb813519169246e2ab292b5092aba121f",
+                "sha256:f99b600aa7f65235a5a05d0b9a9f31150c390f31261f2a0ba678e26823ec38f7"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==0.42.0"
+            "version": "==0.43.0"
         },
         "mlgo-utils": {
             "hashes": [
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-                "sha256:e1a6b28bf03301c0a8454fdc38390f4aeb5dd3cba7f8810a136c4940a330cabd"
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+                "sha256:ce3bdca582aa7a379d29be422e42871ae414e604442e9d75a4e48c1777cdd0d7"
             ],
             "index": "pypi",
-            "markers": "python_version < '3.11' and python_version >= '3.8'",
-            "version": "==18.0.0.dev202401210722"
+            "markers": "python_version >= '3.8'",
+            "version": "==19.0.0.dev202407082111"
         },
         "msgpack": {
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@@ -838,19 +827,19 @@
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@@ -863,52 +852,45 @@
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@@ -920,36 +902,36 @@
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-                "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068",
-                "sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768"
+                "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee",
+                "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.2.0"
+            "version": "==4.2.2"
         },
         "pluggy": {
             "hashes": [
-                "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981",
-                "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"
+                "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1",
+                "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.4.0"
+            "version": "==1.5.0"
         },
         "pytest": {
             "hashes": [
-                "sha256:249b1b0864530ba251b7438274c4d251c58d868edaaec8762893ad4a0d71c36c",
-                "sha256:50fb9cbe836c3f20f0dfa99c565201fb75dc54c8d76373cd1bde06b06657bdb6"
+                "sha256:c434598117762e2bd304e526244f67bf66bbd7b5d6cf22138be51ff661980343",
+                "sha256:de4bb8104e201939ccdc688b27a89a7be2079b22e2bd2b07f806b6ba71117977"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==8.0.0"
+            "version": "==8.2.2"
         },
         "tomli": {
             "hashes": [
@@ -970,11 +952,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31",
-                "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"
+                "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19",
+                "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.17.0"
+            "version": "==3.19.2"
         }
     }
 }
diff --git a/poetry.lock b/poetry.lock
index 4d93082..1bbe96d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -25,21 +25,6 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
-[[package]]
-name = "astunparse"
-version = "1.6.3"
-description = "An AST unparser for Python"
-optional = false
-python-versions = "*"
-files = [
-    {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"},
-    {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"},
-]
-
-[package.dependencies]
-six = ">=1.6.1,<2.0"
-wheel = ">=0.23.0,<1.0"
-
 [[package]]
 name = "attrs"
 version = "23.2.0"
@@ -61,13 +46,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]
@@ -183,17 +168,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "cloudpickle"
-version = "3.0.0"
-description = "Pickler class to extend the standard pickle.Pickler functionality"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "cloudpickle-3.0.0-py3-none-any.whl", hash = "sha256:246ee7d0c295602a036e86369c77fecda4ab17b506496730f2f576d9016fd9c7"},
-    {file = "cloudpickle-3.0.0.tar.gz", hash = "sha256:996d9a482c6fb4f33c1a35335cf8afd065d2a56e973270364840712d9131a882"},
-]
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -205,91 +179,6 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
-    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
-]
-
-[[package]]
-name = "dm-reverb"
-version = "0.14.0"
-description = "Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research."
-optional = false
-python-versions = ">=3"
-files = [
-    {file = "dm_reverb-0.14.0-cp310-cp310-manylinux2014_x86_64.whl", hash = "sha256:1388aea4a58117d2d93d35078d249728f580c3d3295d1c0fcfa9b41c6874f931"},
-    {file = "dm_reverb-0.14.0-cp311-cp311-manylinux2014_x86_64.whl", hash = "sha256:a670622248e98b800dc410fac9dab907e38154c306c3be8cf3b4ede54fcb48c6"},
-    {file = "dm_reverb-0.14.0-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:2cc773ad72b9bdf9fcf57fb706bb20d06476c04e7438fd055cbf7a8605dfb53a"},
-]
-
-[package.dependencies]
-dm-tree = "*"
-portpicker = "*"
-
-[package.extras]
-tensorflow = ["tensorflow (>=2.15.0,<2.16.0)"]
-
-[[package]]
-name = "dm-tree"
-version = "0.1.8"
-description = "Tree is a library for working with nested data structures."
-optional = false
-python-versions = "*"
-files = [
-    {file = "dm-tree-0.1.8.tar.gz", hash = "sha256:0fcaabbb14e7980377439e7140bd05552739ca5e515ecb3119f234acee4b9430"},
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-    {file = "dm_tree-0.1.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:181c35521d480d0365f39300542cb6cd7fd2b77351bb43d7acfda15aef63b317"},
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-]
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.1"
@@ -306,31 +195,20 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.14.0"
+version = "3.15.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.14.0-py3-none-any.whl", hash = "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f"},
-    {file = "filelock-3.14.0.tar.gz", hash = "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"},
+    {file = "filelock-3.15.4-py3-none-any.whl", hash = "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"},
+    {file = "filelock-3.15.4.tar.gz", hash = "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
-[[package]]
-name = "flatbuffers"
-version = "24.3.25"
-description = "The FlatBuffers serialization format for Python"
-optional = false
-python-versions = "*"
-files = [
-    {file = "flatbuffers-24.3.25-py2.py3-none-any.whl", hash = "sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812"},
-    {file = "flatbuffers-24.3.25.tar.gz", hash = "sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4"},
-]
-
 [[package]]
 name = "frozenlist"
 version = "1.4.1"
@@ -417,180 +295,6 @@ files = [
     {file = "frozenlist-1.4.1.tar.gz", hash = "sha256:c037a86e8513059a2613aaba4d817bb90b9d9b6b69aace3ce9c877e8c8ed402b"},
 ]
 
-[[package]]
-name = "gast"
-version = "0.5.4"
-description = "Python AST that abstracts the underlying Python version"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 [[package]]
 name = "iniconfig"
@@ -634,13 +338,13 @@ files = [
 
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 [[package]]
 name = "jsonschema-specifications"
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@@ -1578,9 +786,9 @@ requests = "*"
 
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 observability = ["opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
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 [[package]]
 name = "requests"
-version = "2.31.0"
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 description = "Python HTTP for Humans."
 optional = false
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 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.9, <3.11"
-content-hash = "f366612d8fc6830eeaa0aae1e982eb1a9a81c84fa04582f013eda38b3620609c"
\ No newline at end of file
+python-versions = ">=3.9"
+content-hash = "71aab74430dfd89e088033432e40b7a905b29e4c264e93ec9e0010864136968c"
diff --git a/pyproject.toml b/pyproject.toml
index 2bdd5cd..9226ec9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,8 +20,8 @@ include = [
 ]
 
 [tool.poetry.dependencies]
-python = ">=3.9, <3.11"
-ml-compiler-opt = "^0.0.1.dev202401270006"
+python = ">=3.9"
+mlgo-utils = ">=19.0.0.dev202407082111"
 absl-py = "^2.1.0"
 ray = "^2.20.0"
 toml = "^0.10.2"