René's URL Explorer Experiment

Title: GitHub - MachineLP/TextMatch: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

Open Graph Title: GitHub - MachineLP/TextMatch: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

X Title: GitHub - MachineLP/TextMatch: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

Description: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch

Open Graph Description: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch

X Description: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch

Opengraph URL: https://github.com/MachineLP/TextMatch

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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og:image:alt	QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch
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66 Commits	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/commits/master/
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/commits/master/
data	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/data
data	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/data
docs	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/docs
docs	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/docs
examples	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/examples
examples	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/examples
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server	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/server
server	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/server
tests	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/tests
tests	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/tests
textmatch	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/textmatch
textmatch	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/textmatch
train_model	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/train_model
train_model	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/tree/master/train_model
EXAMPLES.md	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/EXAMPLES.md
EXAMPLES.md	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/EXAMPLES.md
README.md	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/README.md
requirements.txt	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/requirements.txt
requirements.txt	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/requirements.txt
setup.py	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/setup.py
setup.py	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/setup.py
README	https://patch-diff.githubusercontent.com/MachineLP/TextMatch
Run examples	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/EXAMPLES.md
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#test-models-list
1	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bow_sklearn.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/bow_sklearn_test.py
2	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/tf_idf_sklearn.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/tf_idf_sklearn_test.py
3	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/ngram_tf_idf_sklearn.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/ngram_tf_idf_sklearn_test.py
4	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/w2v.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/w2v_test.py
5	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bert_embedding.py
BERT-whitening	https://github.com/bojone/BERT-whitening
SimCSE	https://github.com/bojone/SimCSE
6	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/albert_embedding.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/albert_embedding_test.py
https://pan.baidu.com/s/1HSVS104iBBOsfw7hXdyqLQ	https://pan.baidu.com/s/1HSVS104iBBOsfw7hXdyqLQ
8	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_search/bm25.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/bm25_test.py
9	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_search/edit_sim.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/edit_sim_test.py
10	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_search/jaccard_sim.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/jaccard_sim_test.py
11	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/wmd_test.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/models_test/wmd_test.py
12	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/kmeans.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/tools_test/kmeans_test.py
13	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/dbscan.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/tools_test/dbscan_test.py
14	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/tools/decomposition/pca.py
test	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/tools_test/pca_test.py
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	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#train-models-list
1	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bow_sklearn.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_bow.py
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train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_tfidf.py
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train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_ngram_tfidf.py
4	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/w2v.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_w2v.py
5	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bert_embedding.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_bert.py
6	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/albert_embedding.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_albert.py
12	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/kmeans.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/tools_test/kmeans_test.py
13	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/dbscan.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/tests/tools_test/dbscan_test.py
14	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/tools/decomposition/pca.py
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92	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/lr.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_lr_classifer.py
93	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/gbdt.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_gbdt_classifer.py
94	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/gbdt_lr.py
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95	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/lgb.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_lgb_classifer.py
96	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/xgb.py
train	https://patch-diff.githubusercontent.com/MachineLP/TextMatch/blob/master/train_model/train_xgb_classifer.py
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#todo
实体识别	https://github.com/bojone/bert4keras/blob/master/examples/task_sequence_labeling_ner_crf.py
文本纠错	https://github.com/shibing624/pycorrector
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#样例
	https://github.com/MachineLP/TextMatch/blob/master/docs/text_match.png
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#样例-1
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#run-train_model-train-embeddingbowtfidfngram-tfidfbertalbert--train-classifer
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#run-testscore_test-qa文本embedding
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#run-testsmodels_test-模型测试
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#run-testsml_test--机器学习模型测试
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#run-teststools_test---聚类降维工具测试
	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#run-teststools_test---词云
	https://github.com/MachineLP/TextMatch/blob/master/docs/pics/word_cloud.png
Readme	https://patch-diff.githubusercontent.com/MachineLP/TextMatch#readme-ov-file
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