Commit Graph

28 Commits

Author SHA1 Message Date
戒酒的李白 296d8e4b1e Fix: Provide a seed for the random_state parameter. 2025-04-02 20:35:22 +08:00
戒酒的李白 bad84f5476 Enhance LSTM model for small datasets and improve performance. 2025-03-29 11:43:27 +08:00
戒酒的李白 a614bca835 Enhanced public opinion prediction system by integrating LSTM model. 2025-03-27 16:25:22 +08:00
戒酒的李白 c62f2b2a8e Added a logging utility class and supplemented, standardized the logging output for all modules. 2025-01-27 18:09:30 +08:00
戒酒的李白 fd815a2db0 Upload of the final complete model data 2024-10-16 10:40:19 +08:00
戒酒的李白 f8b13ec7b0 The integration process and a complete use example are given 2024-10-16 09:46:37 +08:00
戒酒的李白 af5e2265ee The final classification layer is complete 2024-10-15 08:13:08 +08:00
戒酒的李白 3efea929c8 The multi-head attention mechanism is basically completed. 2024-10-13 10:04:18 +08:00
戒酒的李白 9af61e2ade Calculates the scaling dot product attention 2024-10-07 09:51:29 +08:00
戒酒的李白 4500b2719e Divide the input into long heads 2024-10-06 11:54:32 +08:00
戒酒的李白 f5e307d3f8 Define the linear transformation layer 2024-10-06 11:34:31 +08:00
戒酒的李白 ee739c3c81 Multi-head attention mechanism infrastructure and input dimension settings. 2024-10-05 00:49:24 +08:00
戒酒的李白 ba192296cd A small change. 2024-10-04 23:16:45 +08:00
戒酒的李白 5adabea097 BCAT is basically completed. 2024-10-04 23:15:44 +08:00
戒酒的李白 b49d16ab07 BCAT Preliminary 2024-10-04 22:18:54 +08:00
戒酒的李白 80aa0cfa9c Implement the get_bert_ctm_embeddings function and embedding generation and loading logic 2024-10-03 00:48:10 +08:00
戒酒的李白 4d91f30dd3 Bert's method of processing sentences 2024-10-02 23:36:00 +08:00
戒酒的李白 6cf336a761 Upload model parameters of CTM module 2024-10-02 23:30:30 +08:00
戒酒的李白 88981ad5cd The BERT_CTM module is finally completed 2024-10-01 21:22:26 +08:00
戒酒的李白 f2ebb56509 Added inference function for the model 2024-10-01 15:50:57 +08:00
戒酒的李白 91a192e379 Add BERT-CTM model with save/load and error handling 2024-09-30 13:38:56 +08:00
戒酒的李白 f0f43c8e98 Integrated training function of CTM model 2024-09-30 09:24:08 +08:00
戒酒的李白 5108ae1254 Implement Chinese word segmentation 2024-09-30 01:06:03 +08:00
戒酒的李白 48af69dace Batch processing text embedding tests 2024-09-30 00:38:42 +08:00
戒酒的李白 8c0479a978 Test the BERT model for Chinese simulation embedding 2024-09-30 00:14:40 +08:00
戒酒的李白 701926ba83 Import the initial BERT pre-trained model 2024-09-27 00:24:30 +08:00
戒酒的李白 ce80b15e13 Input the new dataset for sentiment recognition 2024-09-27 00:16:47 +08:00
戒酒的李白 e83639b42e Initialization of the New Sentiment Recognition Model 2024-09-27 00:10:35 +08:00