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Author	SHA1	Message	Date
RYDE-WORK	804bda5576	Update score cal rules	2026-03-04 17:14:36 +08:00
RYDE-WORK	28b181e194	数据预处理时自动存档总荧光强度的均值与方差,以便于预测时反演荧光强度	2026-03-03 15:48:59 +08:00
RYDE-WORK	8e02bf7f05	增加特征重要度结果	2026-03-03 15:23:10 +08:00
RYDE-WORK	ac5f598484	移除无关任务	2026-03-03 15:04:13 +08:00
RYDE-WORK	3b38727053	增加特征重要性计算	2026-03-03 13:45:46 +08:00
RYDE-WORK	4b75b7406d	Merge branch 'main' of github.com:RYDE-WORK/lnp_ml	2026-03-03 10:42:03 +08:00
RYDE-WORK	25938df4ce	Add feature importance	2026-03-03 10:41:16 +08:00
RYDE-WORK	175b07473c	Final Model	2026-03-02 14:51:54 +08:00
RYDE-WORK	722a9d59f3	Merge branch 'main' of github.com:RYDE-WORK/lnp_ml into main	2026-03-02 14:51:09 +08:00
RYDE-WORK	447f2543f7	增加baseline评估makefile命令	2026-03-02 11:12:54 +08:00
RYDE-WORK	26fe818905	Merge branch 'main' of github.com:RYDE-WORK/lnp_ml into main	2026-02-28 18:29:33 +08:00
RYDE-WORK	ead579b25c	Fallback	2026-02-28 18:29:07 +08:00
RYDE-WORK	002aaebd6f	Merge branch 'main' of github.com:RYDE-WORK/lnp_ml into main	2026-02-28 17:53:28 +08:00
RYDE-WORK	74fd012f13	尝试切换学习率策略为线性预热+余弦退火	2026-02-28 17:51:40 +08:00
RYDE-WORK	a7db8ffc15	缩小d_model/num_heads/n_attn_layers/hidden_dim或者增大正则化后,欠拟合,恢复默认参数	2026-02-28 17:32:49 +08:00
RYDE-WORK	e3f9d9e9db	统一所有脚本参数统计方式	2026-02-28 17:08:22 +08:00
RYDE-WORK	e925a338b9	Merge branch 'main' of github.com:RYDE-WORK/lnp_ml into main	2026-02-28 16:50:16 +08:00
RYDE-WORK	985f3a1bb0	加载模型时显式weight_only=False	2026-02-28 16:49:34 +08:00
RYDE-WORK	c8c33c1c75	撤回正则化更改	2026-02-28 16:48:45 +08:00
RYDE-WORK	ca459470df	Add new final model	2026-02-28 16:28:56 +08:00
RYDE-WORK	bbc7c88f99	增大benchmark时的固定dropout和weight decay	2026-02-28 16:17:40 +08:00
RYDE-WORK	70b7a4c62a	移除旧版函数参数,以及抑制chemprop/torch影响终端输出查看的过多warning	2026-02-28 15:55:47 +08:00
RYDE-WORK	7c69d47238	微调阶段rdkit缓存共享	2026-02-28 15:40:29 +08:00
RYDE-WORK	f952033b09	Reuse cacje	2026-02-28 15:35:10 +08:00
RYDE-WORK	13b357ce05	增加5-fold训练的并行功能	2026-02-28 14:09:00 +08:00
RYDE-WORK	48de4d5d37	增加超参搜索范围	2026-02-28 13:57:31 +08:00
RYDE-WORK	9e4800b77e	内外部数据LNP四组分比例统一为百分比数,可电离脂质与mRNA比例的搜索范围与四组分解耦	2026-02-28 11:52:55 +08:00
RYDE-WORK	60e082af55	多任务微调时默认不加载预训练时quantified_delivery的预测头参数	2026-02-28 11:13:39 +08:00
RYDE-WORK	c52b82786d	对backbone与预测头采用分层学习率,缓解预训练任务数与任务定义都不一致的问题	2026-02-28 11:11:27 +08:00
RYDE-WORK	73921bb353	移除微调时对于预训练已固定参数的搜索,增加超参搜索时正则化搜索范围上限(加强正则化)	2026-02-27 11:39:58 +08:00
RYDE-WORK	3a45c0641c	...	2026-02-26 20:06:27 +08:00
RYDE-WORK	c6e0a974cc	移除其他无用脚本	2026-02-26 19:31:48 +08:00
RYDE-WORK	00f51f37f0	整合与baseline比对的相关脚本	2026-02-26 18:31:22 +08:00
RYDE-WORK	c7c33e3f48	...	2026-02-26 18:10:49 +08:00
RYDE-WORK	b74f3ab4b2	按照数据预处理脚本变更修正其他相应脚本	2026-02-26 18:07:39 +08:00
RYDE-WORK	72c292a91f	整理Makefile结构	2026-02-26 18:06:07 +08:00
RYDE-WORK	0e917ef0d4	引入最新数据&预先修复数据错误&将luminescence为0的分布数据统一为0	2026-02-26 18:00:25 +08:00
RYDE	5730490642	Merge pull request #1 from RYDE-WORK/amine_split ... Amine split	2026-02-11 16:55:20 +08:00
RYDE-WORK	0b90caef1d	Resolve conflicts	2026-02-11 16:51:21 +08:00
RYDE-WORK	a9392aa780	Update models and UI	2026-02-11 16:49:28 +08:00
RYDE-WORK	3f33f9d233	Add lfs	2026-02-11 16:45:21 +08:00
RYDE-WORK	c225fc67a7	Dedicated docker-compose.yml for gpu deployment	2026-01-26 11:11:52 +08:00
RYDE-WORK	3cce4c9373	Dockerize	2026-01-26 11:08:57 +08:00
RYDE-WORK	68119df128	Update app.py	2026-01-26 10:33:50 +08:00
RYDE-WORK	75e1dcb0eb	Add UI	2026-01-26 00:09:21 +08:00
RYDE-WORK	982e98cced	Add LNP fomular optimization	2026-01-25 23:54:20 +08:00
RYDE-WORK	39a14e4274	Add final models	2026-01-25 19:19:29 +08:00
RYDE-WORK	93a6f8654d	...	2026-01-23 17:51:08 +08:00
RYDE-WORK	a56637c8ac	Add loss visualization	2026-01-23 13:40:22 +08:00
RYDE-WORK	871afc5988	Add random CV split	2026-01-23 10:12:25 +08:00