docs: update docs;

WenjieDu · Jul 17, 2024 · 94b9e78 · 94b9e78
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diff --git a/README.md b/README.md
@@ -145,6 +145,7 @@ The paper references and links are all listed at the bottom of this file.
 | Neural Net | BRITS[^3] | ✅ | | ✅ | | | `2018 - NeurIPS` |
 | Neural Net | GRU-D[^4] | ✅ | | ✅ | | | `2018 - Sci. Rep.` |
 | Neural Net | Transformer🧑‍🔧[^2] | ✅ | | | | | `2017 - NeurIPS` |
+| Naive | Lerp | ✅ | | | | | |
 | Naive | LOCF/NOCB | ✅ | | | | | |
 | Naive | Mean | ✅ | | | | | |
 | Naive | Median | ✅ | | | | | |

diff --git a/README_zh.md b/README_zh.md
@@ -131,6 +131,7 @@ PyPOTS当前支持多变量POTS数据的插补，预测，分类，聚类以及
 | Neural Net | BRITS[^3] | ✅ | | ✅ | | | `2018 - NeurIPS` |
 | Neural Net | GRU-D[^4] | ✅ | | ✅ | | | `2018 - Sci. Rep.` |
 | Neural Net | Transformer🧑‍🔧[^2] | ✅ | | | | | `2017 - NeurIPS` |
+| Naive | Lerp | ✅ | | | | | |
 | Naive | LOCF/NOCB | ✅ | | | | | |
 | Naive | Mean | ✅ | | | | | |
 | Naive | Median | ✅ | | | | | |

diff --git a/docs/index.rst b/docs/index.rst
@@ -197,6 +197,8 @@ The paper references are all listed at the bottom of this readme file.
 +----------------+-----------------------------------------------------------+------+------+------+------+------+-----------------------+
 | Neural Net | Transformer🧑‍🔧 :cite:`vaswani2017Transformer` | ✅ | | | | | ``2017 - NeurIPS`` |
 +----------------+-----------------------------------------------------------+------+------+------+------+------+-----------------------+
+| Naive | Lerp (Linear Interpolation) | ✅ | | | | | |
++----------------+-----------------------------------------------------------+------+------+------+------+------+-----------------------+
 | Naive | LOCF/NOCB | ✅ | | | | | |
 +----------------+-----------------------------------------------------------+------+------+------+------+------+-----------------------+
 | Naive | Median | ✅ | | | | | |

diff --git a/docs/pypots.imputation.rst b/docs/pypots.imputation.rst
@@ -19,6 +19,15 @@ pypots.imputation.transformer
  :show-inheritance:
  :inherited-members:
 
+pypots.imputation.imputeformer
+------------------------------------
+
+.. automodule:: pypots.imputation.imputeformer
+ :members:
+ :undoc-members:
+ :show-inheritance:
+ :inherited-members:
+
 pypots.imputation.itransformer
 ------------------------------------
 
@@ -252,6 +261,15 @@ pypots.imputation.grud
  :show-inheritance:
  :inherited-members:
 
+pypots.imputation.lerp
+-----------------------------
+
+.. automodule:: pypots.imputation.lerp
+ :members:
+ :undoc-members:
+ :show-inheritance:
+ :inherited-members:
+
 pypots.imputation.locf
 -----------------------------