fix

Author: pdtxie

docs/homeworks/hw2.md

@@ -25,7 +25,7 @@ For the specific GloVe embeddings we have provided, the embedded vectors have di
 
 Install the python package [gensim](https://pypi.org/project/gensim/) which will act as an interface for the GloVe embeddings.
 
-The following code is provided to you in `word_embeddings.py` to initialize the GloVe model:
+The following code is provided to you in `embeddings.py` to initialize the GloVe model:
 ```python
 from gensim.models import KeyedVectors
 
@@ -48,7 +48,7 @@ Check the [documentation](https://radimrehurek.com/gensim/models/keyedvectors.ht
 
 ### Task
 
-Implement the `embed` function in the `WordEmbeddings` class in `word_embeddings.py`. `embed` takes in a list of documents and returns the average word embedding for each document using a pre-trained GloVe model.
+Implement the `embed` function in the `WordEmbeddings` class in `embeddings.py`. `embed` takes in a list of documents and returns the average word embedding for each document using a pre-trained GloVe model.
 
 ```python
 ...

docs/past/past.md

@@ -14,3 +14,8 @@ layout: home
 <a href="/nmep/docs/past/fa24.html">Fall 2024</a>
 
 <a href="https://machine-learning-berkeley.gitbook.io/nmep-website-1">Spring 2024</a>
+
+<a href="https://machine-learning-berkeley.gitbook.io/nmep-website-1">Fall 2023</a>
+
+<a href="https://machine-learning-berkeley.gitbook.io/nmep-website-1">Spring 2023</a>
+