fix typo

Author: ZebinYang

docs/_build/html/_sources/guides/extmodels.rst.txt

@@ -37,7 +37,7 @@ After that, you are able to extract the fitted model and save it for future use.
 
 .. jupyter-input::
 
-    exp.model_save("LGBM_2", "CH_LGMB_2.pkl")
+    exp.model_save("LGBM_2", "CH_LGBM_2.pkl")
 
 
 Load and Register Fitted Models
@@ -47,8 +47,8 @@ You can also load a fitted model from pickle files, and register it into PiML.
 
 .. jupyter-input::
 
-    pipeline = exp.make_pipeline(model='CH_LGMB_2.pkl')
-    exp.register(pipeline, "LGMB_2_load")	
+    pipeline = exp.make_pipeline(model='CH_LGBM_2.pkl')
+    exp.register(pipeline, "LGBM_2_load")	
 
 
 Register Arbitrary Models and Data
@@ -66,4 +66,4 @@ If you don't want to use the data prepared by the data module, you can also regi
 
     pipeline = exp.make_pipeline(model=lgbm7, train_x=train_x, train_y=train_y.ravel(),
                                  test_x=test_x, test_y=test_y.ravel())
-    exp.register(pipeline, "LGMB_7")	
+    exp.register(pipeline, "LGBM_7")	

docs/_build/html/guides/extmodels.html

@@ -247,7 +247,7 @@ <h2><span class="section-number">3.2. </span>Save Fitted Models<a class="headerl
 <p>After that, you are able to extract the fitted model and save it for future use.</p>
 <div class="jupyter_cell jupyter_container docutils container">
 <div class="cell_input code_cell docutils container">
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">exp</span><span class="o">.</span><span class="n">model_save</span><span class="p">(</span><span class="s2">&quot;LGBM_2&quot;</span><span class="p">,</span> <span class="s2">&quot;CH_LGMB_2.pkl&quot;</span><span class="p">)</span>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">exp</span><span class="o">.</span><span class="n">model_save</span><span class="p">(</span><span class="s2">&quot;LGBM_2&quot;</span><span class="p">,</span> <span class="s2">&quot;CH_LGBM_2.pkl&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -260,8 +260,8 @@ <h2><span class="section-number">3.3. </span>Load and Register Fitted Models<a c
 <p>You can also load a fitted model from pickle files, and register it into PiML.</p>
 <div class="jupyter_cell jupyter_container docutils container">
 <div class="cell_input code_cell docutils container">
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">make_pipeline</span><span class="p">(</span><span class="n">model</span><span class="o">=</span><span class="s1">&#39;CH_LGMB_2.pkl&#39;</span><span class="p">)</span>
-<span class="n">exp</span><span class="o">.</span><span class="n">register</span><span class="p">(</span><span class="n">pipeline</span><span class="p">,</span> <span class="s2">&quot;LGMB_2_load&quot;</span><span class="p">)</span>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">make_pipeline</span><span class="p">(</span><span class="n">model</span><span class="o">=</span><span class="s1">&#39;CH_LGBM_2.pkl&#39;</span><span class="p">)</span>
+<span class="n">exp</span><span class="o">.</span><span class="n">register</span><span class="p">(</span><span class="n">pipeline</span><span class="p">,</span> <span class="s2">&quot;LGBM_2_load&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -282,7 +282,7 @@ <h2><span class="section-number">3.4. </span>Register Arbitrary Models and Data<
 
 <span class="n">pipeline</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">make_pipeline</span><span class="p">(</span><span class="n">model</span><span class="o">=</span><span class="n">lgbm7</span><span class="p">,</span> <span class="n">train_x</span><span class="o">=</span><span class="n">train_x</span><span class="p">,</span> <span class="n">train_y</span><span class="o">=</span><span class="n">train_y</span><span class="o">.</span><span class="n">ravel</span><span class="p">(),</span>
                              <span class="n">test_x</span><span class="o">=</span><span class="n">test_x</span><span class="p">,</span> <span class="n">test_y</span><span class="o">=</span><span class="n">test_y</span><span class="o">.</span><span class="n">ravel</span><span class="p">())</span>
-<span class="n">exp</span><span class="o">.</span><span class="n">register</span><span class="p">(</span><span class="n">pipeline</span><span class="p">,</span> <span class="s2">&quot;LGMB_7&quot;</span><span class="p">)</span>
+<span class="n">exp</span><span class="o">.</span><span class="n">register</span><span class="p">(</span><span class="n">pipeline</span><span class="p">,</span> <span class="s2">&quot;LGBM_7&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>