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"data": [ + "\u0a06\u0a26 \u0a35\u0a3f\u0a71\u0a1a \u0a2a\u0a30\u0a2e\u0a47\u0a38\u0a3c\u0a41\u0a30 \u0a28\u0a47 \u0a05\u0a15\u0a3e\u0a38\u0a3c \u0a05\u0a24\u0a47 \u0a27\u0a30\u0a24\u0a40 \u0a28\u0a42\u0a70 \u0a38\u0a3f\u0a30\u0a1c\u0a3f\u0a06" + ] + }, + "model": { + "file": "Gurmukhi_vectorizer.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Hebrew-model/Hebrew_model.joblib b/Hebrew-model/Hebrew_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..14a688aa4684189abd553c16a24907bbdec13f9c --- /dev/null +++ b/Hebrew-model/Hebrew_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40bd498f557a99905438cefaf7642b64891d574af74df4dab2eb6c9deb3a9891 +size 64887 diff --git a/Hebrew-model/config.json b/Hebrew-model/config.json new file mode 100644 index 0000000000000000000000000000000000000000..707e85cd3207209bc9e63078567549e891aceede --- /dev/null +++ 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0000000000000000000000000000000000000000..4b032f424d85c8a83ba335915021776756952da7 --- /dev/null +++ b/Hebrew-vectorizer/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u05d1\u05e8\u05d0\u05e9\u05d9\u05ea \u05d1\u05e8\u05d0 \u05d0\u05dc\u05d4\u05d9\u05dd \u05d0\u05ea \u05d4\u05e9\u05de\u05d9\u05dd \u05d5\u05d0\u05ea \u05d4\u05d0\u05e8\u05e5" + ] + }, + "model": { + "file": "Hebrew_vectorizer.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Latin-model/Latin_model.joblib b/Latin-model/Latin_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..70667fecaf9face9c8ad33723aea34e4a059931d --- /dev/null +++ b/Latin-model/Latin_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c3b095d092fb3020e752e3d4a1f19d8d80f619edcd46465ed363b2022127b3e +size 25802695 diff --git a/Latin-model/config.json b/Latin-model/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1a374b06cf199d252eb7123d1cea4f33ad9e877c --- /dev/null +++ b/Latin-model/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "In the beginning God created the heavens and the earth." + ] + }, + "model": { + "file": "Latin_model.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Latin-vectorizer/Latin_vectorizer.joblib b/Latin-vectorizer/Latin_vectorizer.joblib new file mode 100644 index 0000000000000000000000000000000000000000..4ce192af232ed97a47fddf19f6ef7666623661b7 --- /dev/null +++ b/Latin-vectorizer/Latin_vectorizer.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78adcfbe3c5b99843fc6beaaf399767dbc190c7e0fda183c132ba3c013a4fcb1 +size 50646 diff --git a/Latin-vectorizer/config.json b/Latin-vectorizer/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f59d0770a08340f6882fe95ce9ed667eae62b0a0 --- /dev/null +++ b/Latin-vectorizer/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "In the beginning God created the heavens and the earth." + ] + }, + "model": { + "file": "Latin_vectorizer.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Malayalam-model/Malayalam_model.joblib b/Malayalam-model/Malayalam_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..f8deea8da7ed56c16f329ffd9b463b1ff72e8b35 --- /dev/null +++ b/Malayalam-model/Malayalam_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a62b144a8eca51036e64d3e6e33fc3b6936cbcdd358822826ca11bce8bbc6f65 +size 64855 diff --git a/Malayalam-model/config.json b/Malayalam-model/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5df8ff2f2945ccb270de97040420f52fdf61e53e --- /dev/null +++ b/Malayalam-model/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u0d06\u0d26\u0d3f\u0d2f\u0d3f\u0d7d \u0d26\u0d48\u0d35\u0d02 \u0d06\u0d15\u0d3e\u0d36\u0d35\u0d41\u0d02 \u0d2d\u0d42\u0d2e\u0d3f\u0d2f\u0d41\u0d02 \u0d38\u0d43\u0d37\u0d4d\u0d1f\u0d3f\u0d1a\u0d4d\u0d1a\u0d41" + ] + }, + "model": { + "file": "Malayalam_model.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Malayalam-vectorizer/Malayalam_vectorizer.joblib b/Malayalam-vectorizer/Malayalam_vectorizer.joblib new file mode 100644 index 0000000000000000000000000000000000000000..30cd9b9fab6b27bd5bcd9681b280c0a45cc4222d --- /dev/null +++ b/Malayalam-vectorizer/Malayalam_vectorizer.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0eed565355931fe25e4fdd5227643c240101fbf5c053ef0981593fdd11c479e5 +size 61231 diff --git a/Malayalam-vectorizer/config.json b/Malayalam-vectorizer/config.json new file mode 100644 index 0000000000000000000000000000000000000000..394e927ca1f581a50adf9b818ddc34bc8d182a20 --- /dev/null +++ b/Malayalam-vectorizer/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u0d06\u0d26\u0d3f\u0d2f\u0d3f\u0d7d \u0d26\u0d48\u0d35\u0d02 \u0d06\u0d15\u0d3e\u0d36\u0d35\u0d41\u0d02 \u0d2d\u0d42\u0d2e\u0d3f\u0d2f\u0d41\u0d02 \u0d38\u0d43\u0d37\u0d4d\u0d1f\u0d3f\u0d1a\u0d4d\u0d1a\u0d41" + ] + }, + "model": { + "file": "Malayalam_vectorizer.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Myanmar-model/Myanmar_model.joblib b/Myanmar-model/Myanmar_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..86e65140d5bffa9b58da3b68e59b114c72e72d04 --- /dev/null +++ b/Myanmar-model/Myanmar_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16066463e965d01b37f101fa8c071c106d8d3acea729843d0f86a96d35746ec8 +size 64839 diff --git a/Myanmar-model/config.json b/Myanmar-model/config.json new file mode 100644 index 0000000000000000000000000000000000000000..38c561f85a75811143b9bf39f0535ef2bd97c374 --- /dev/null +++ b/Myanmar-model/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u1018\u102f\u200b\u101b\u102c\u1038\u200b\u101e\u200b\u1001\u1004\u103a\u200b\u101e\u100a\u103a\u200b\u1005\u200b\u1000\u103c\u200b\u101d\u200b\u1020\u102c\u200b\u1000\u102d\u102f\u200b\u1016\u1014\u103a\u200b\u1006\u1004\u103a\u1038 \u1010\u1031\u102c\u103a\u200b\u1019\u1030\u200b\u101e\u1031\u102c\u200b\u1021\u200b\u1001\u102b" + ] + }, + "model": { + "file": "Myanmar_model.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Myanmar-vectorizer/Myanmar_vectorizer.joblib b/Myanmar-vectorizer/Myanmar_vectorizer.joblib new file mode 100644 index 0000000000000000000000000000000000000000..c452f66a883c5a1024676f574473a59b0e0d633d --- /dev/null +++ b/Myanmar-vectorizer/Myanmar_vectorizer.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b81245e609b53030136a3489a89e7bc1f7d34903776085172597d88c9ed9c06c +size 60711 diff --git a/Myanmar-vectorizer/config.json b/Myanmar-vectorizer/config.json new file mode 100644 index 0000000000000000000000000000000000000000..a3b26183430052a0ac648a64d06293e9534a2b51 --- /dev/null +++ b/Myanmar-vectorizer/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u1018\u102f\u200b\u101b\u102c\u1038\u200b\u101e\u200b\u1001\u1004\u103a\u200b\u101e\u100a\u103a\u200b\u1005\u200b\u1000\u103c\u200b\u101d\u200b\u1020\u102c\u200b\u1000\u102d\u102f\u200b\u1016\u1014\u103a\u200b\u1006\u1004\u103a\u1038 \u1010\u1031\u102c\u103a\u200b\u1019\u1030\u200b\u101e\u1031\u102c\u200b\u1021\u200b\u1001\u102b" + ] + }, + "model": { + "file": "Myanmar_vectorizer.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Oriya-model/Oriya_model.joblib b/Oriya-model/Oriya_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..7db91c7d32092eecea04354dbd93788e7fe9d136 --- /dev/null +++ b/Oriya-model/Oriya_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d63134c06c421cee8fce7e5f0cc7c1fe0124c55d5d2f0bbf3c876c0830e6d6f2 +size 64839 diff --git a/Oriya-model/config.json b/Oriya-model/config.json new file mode 100644 index 0000000000000000000000000000000000000000..97373c5b9d6c1448c469a2fff5cd4fbc57f1e2ba --- /dev/null +++ b/Oriya-model/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u0b06\u0b26\u0b4d\u0b5f\u0b30\u0b47 \u0b2a\u0b30\u0b2e\u0b47\u0b36\u0b4d\u0b71\u0b30 \u0b38\u0b4d\u0b71\u0b30\u0b4d\u0b17\u0b38\u0b2e\u0b42\u0b39 \u0b13 \u0b2a\u0b43\u0b25\u0b3f\u0b2c\u0b40\u0b15\u0b41 \u0b38\u0b43\u0b37\u0b4d\u0b1f\u0b3f \u0b15\u0b32\u0b47" + ] + }, + "model": { + "file": "Oriya_model.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Oriya-vectorizer/Oriya_vectorizer.joblib b/Oriya-vectorizer/Oriya_vectorizer.joblib new file mode 100644 index 0000000000000000000000000000000000000000..2444dd4da5d7f2e7b19e60c0bd4059ec075823e4 --- /dev/null +++ b/Oriya-vectorizer/Oriya_vectorizer.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc3e85eb93609f14ea38a88db0892f5f7db8056f60da0b6640dcc164496ef318 +size 60971 diff --git a/Oriya-vectorizer/config.json b/Oriya-vectorizer/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5cda3a43414d49874a3b44b3b47deeee8cfe29f1 --- /dev/null +++ b/Oriya-vectorizer/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u0b06\u0b26\u0b4d\u0b5f\u0b30\u0b47 \u0b2a\u0b30\u0b2e\u0b47\u0b36\u0b4d\u0b71\u0b30 \u0b38\u0b4d\u0b71\u0b30\u0b4d\u0b17\u0b38\u0b2e\u0b42\u0b39 \u0b13 \u0b2a\u0b43\u0b25\u0b3f\u0b2c\u0b40\u0b15\u0b41 \u0b38\u0b43\u0b37\u0b4d\u0b1f\u0b3f \u0b15\u0b32\u0b47" + ] + }, + "model": { + "file": "Oriya_vectorizer.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..a142ffb15bf4a1626a74f50416395df10a3b0d42 --- /dev/null +++ b/README.md @@ -0,0 +1,11 @@ +# Multi-Script Language Identifier + +This repository contains models and vectorizers for identifying languages written in various scripts. Each script has a corresponding model (`model.joblib`) and vectorizer (`vectorizer.joblib`). + +## How It Works +- The `vectorizer.joblib` preprocesses text for the model. +- The `model.joblib` predicts the language based on the preprocessed input. + +## Files +- `model.joblib`: Trained model for a specific script. +- `vectorizer.joblib`: Preprocessor required for the corresponding model. diff --git a/Tamil-model/Tamil_model.joblib b/Tamil-model/Tamil_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..c08ce17cc0764fb36141a9164d93974c1180c741 --- /dev/null +++ b/Tamil-model/Tamil_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f74261fad5500517b3ccc72185eff5f222491324f6c2c61caa05b0677da8fdf4 +size 64839 diff --git a/Tamil-model/config.json b/Tamil-model/config.json new file mode 100644 index 0000000000000000000000000000000000000000..fb315199fecf6767c9b717c781a390a9d05e7eca --- /dev/null +++ b/Tamil-model/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u0b87\u0baa\u0bcd\u0bb0\u0bbe\u0bb9\u0bc0\u0bae\u200b: \u0bb8\u0ba8\u0bcd\u0ba4\u0bbe\u0ba8\u0bcb \u0ba4\u0bbe\u0baf\u0bc2\u0ba4\u0bcd \u0ba4\u0bb8\u0bcd\u0baf \u0bb8\u0ba8\u0bcd\u0ba4\u0bbe\u0ba8\u0bcb \u0baf\u0bc0\u0bb8\u0bc1\u0b95\u0bcd\u0bb0\u0bc0\u0bb7\u0bcd\u0b9f\u0bb8\u0bcd\u0ba4\u0bb8\u0bcd\u0baf \u0baa\u0bc2\u0bb0\u0bcd\u0bb5\u0bcd\u0bb5\u0baa\u0bc1\u0bb0\u0bc1\u0bb7\u0bb5\u0bae\u0bcd\u02bc\u0bb8\u0bb8\u0bcd\u0bb0\u0bc7\u0ba3\u0bc0" + ] + }, + "model": { + "file": "Tamil_model.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Tamil-vectorizer/Tamil_vectorizer.joblib b/Tamil-vectorizer/Tamil_vectorizer.joblib new file mode 100644 index 0000000000000000000000000000000000000000..30798e84f9a644f759b0d86a5b345b2a90948b5f --- /dev/null +++ b/Tamil-vectorizer/Tamil_vectorizer.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b91af52ae32ad3ea42313e1f24f369b3ccb3267b474e42d20afeb98d684591b2 +size 61238 diff --git a/Tamil-vectorizer/config.json b/Tamil-vectorizer/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f1679e7812def3e1d185aa2a824d87a56c1af176 --- /dev/null +++ b/Tamil-vectorizer/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u0b87\u0baa\u0bcd\u0bb0\u0bbe\u0bb9\u0bc0\u0bae\u200b: \u0bb8\u0ba8\u0bcd\u0ba4\u0bbe\u0ba8\u0bcb \u0ba4\u0bbe\u0baf\u0bc2\u0ba4\u0bcd \u0ba4\u0bb8\u0bcd\u0baf \u0bb8\u0ba8\u0bcd\u0ba4\u0bbe\u0ba8\u0bcb \u0baf\u0bc0\u0bb8\u0bc1\u0b95\u0bcd\u0bb0\u0bc0\u0bb7\u0bcd\u0b9f\u0bb8\u0bcd\u0ba4\u0bb8\u0bcd\u0baf \u0baa\u0bc2\u0bb0\u0bcd\u0bb5\u0bcd\u0bb5\u0baa\u0bc1\u0bb0\u0bc1\u0bb7\u0bb5\u0bae\u0bcd\u02bc\u0bb8\u0bb8\u0bcd\u0bb0\u0bc7\u0ba3\u0bc0|" + ] + }, + "model": { + "file": "Tamil_vectorizer.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Telugu-model/Telugu_model.joblib b/Telugu-model/Telugu_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..bbf3fbdc0aa4d913c213a8ec84b7676122e7354f --- /dev/null +++ b/Telugu-model/Telugu_model.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faaeed2a4c3070d732cf5ab327595691916daa6745b0f2bb7d84d3617c0b9ecb +size 64839 diff --git a/Telugu-model/config.json b/Telugu-model/config.json new file mode 100644 index 0000000000000000000000000000000000000000..913e75337b63340d05f180fc14921904e5bd7d3d --- /dev/null +++ b/Telugu-model/config.json @@ -0,0 +1,17 @@ +{ + "sklearn": { + "environment": [ + "scikit-learn==1.5.2" + ], + "example_input": { + "data": [ + "\u0c07\u0c2c\u0c4d\u0c30\u0c3e\u0c39\u0c40\u0c2e\u0c03 \u0c38\u0c28\u0c4d\u0c24\u0c3e\u0c28\u0c4b \u0c26\u0c3e\u0c2f\u0c42\u0c26\u0c4d \u0c24\u0c38\u0c4d\u0c2f \u0c38\u0c28\u0c4d\u0c24\u0c3e\u0c28\u0c4b \u0c2f\u0c40\u0c36\u0c41\u0c16\u0c4d\u0c30\u0c40\u0c37\u0c4d\u0c1f\u0c38\u0c4d\u0c24\u0c38\u0c4d\u0c2f \u0c2a\u0c42\u0c30\u0c4d\u0c35\u0c4d\u0c35\u0c2a\u0c41\u0c30\u0c41\u0c37\u0c35\u0c02\u0c36\u0c36\u0c4d\u0c30\u0c47\u0c23\u0c40" + ] + }, + "model": { + "file": "Telugu_model.joblib" + }, + "model_format": "pickle", + "task": "text-classification" + } +} \ No newline at end of file diff --git a/Telugu-vectorizer/Telugu_vectorizer.joblib b/Telugu-vectorizer/Telugu_vectorizer.joblib new file mode 100644 index 0000000000000000000000000000000000000000..334f05b19951b3d21a9409f5a2ac4056c865285a --- /dev/null +++ b/Telugu-vectorizer/Telugu_vectorizer.joblib @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4fc18274b8824fc3a467a5f1f1269d154c6861a31d434aad240f331d44b06a3 +size 61221 diff --git a/Telugu-vectorizer/config.json b/Telugu-vectorizer/config.json new file mode 100644 index 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