added book ref

Author: johncliu

Chapter 5 - Word Embeddings.ipynb

@@ -434,7 +434,7 @@
     "id": "2N9p1weIgMXb"
    },
    "source": [
-    "#2.  Learning Word Embeddings\n",
+    "# 2.  Learning Word Embeddings\n",
     "\n",
     "Our goal is to train a set of word embeddings for the corpus above. Let's build a skip-gram model with negative sampling, followed by a GloVe model. Before we train either model, let's see how many unique words exist in the preprocessed 4.86 million word corpus.\n"
    ]

Dockerfile

@@ -8,6 +8,7 @@ RUN apt-get update && apt-get install -y \
     git \
     bzip2 \
     libx11-6 \
+    build-essential \
  && rm -rf /var/lib/apt/lists/*
 
 # Create a working directory

README.md

@@ -18,3 +18,6 @@ docker run -p 8888:8888 --rm springernlp/chapter_5:latest
 ```
 docker build -t chapter_5:latest .
 ```
+
+## Book Reference
+More information can be found at: [Deep Learning for NLP and Speech Recognition](https://www.amazon.com/Deep-Learning-NLP-Speech-Recognition/dp/3030145956) by [Springer](https://www.springer.com/us/book/9783030145958)