The Full Journey By Hand: Co-Occurrence Table → PMI Matrix → SVD Truncation → Word Embedding.
The Embedding Matrix Is a Compression Algorithm. Shannon Proved It in 1948. Mikolov Re-Discovered It in 2013.Continue reading on Towards AI »
ai, Artificial Intelligence, data-science, mathematics, word-embeddings