Add memory coach, transformer recall model, and training FAB.

Introduce Q/K/V memory dialogue with coach APIs, a lightweight NumPy transformer for per-word forgetting prediction, and a floating training menu linking daily quiz, spell, and coach flows. Co-authored-by: Cursor <cursoragent@cursor.com>
2026-06-04 18:11:49 -07:00
parent 59aeb9aed3
commit c1a6a105ef
26 changed files with 2030 additions and 78 deletions
@@ -160,5 +160,7 @@ wordloop/
 - 记忆曲线与 Obsidian 式单词关系力导向图
 - 每日选择题训练
 - 拼写练习（中文释义 + 音标，输入英文单词）
+- 记忆对话（Q/K/V token 引导推导英文，显示中文释义与记忆保持，计入练习记录）
+- Transformer 记忆预测（轻量序列模型 + 遗忘曲线，见 [backend/docs/MEMORY_TRANSFORMER.md](backend/docs/MEMORY_TRANSFORMER.md)）
 - 掌握规则与复习间隔
 - 学习统计与设置