yanggao1119 / tfidf_cosine_cpp

Yang Gao's implementation of tf-idf text indexing scheme, predict doc similarity by cosine similarity.

tfidf_cosine_cpp

Yang Gao's implementation of tf-idf text indexing scheme, predict doc similarity by cosine similarity. Refer to: http://en.wikipedia.org/wiki/Tf–idf; yet I use normalized tf instead of raw tf.

It can serve as a baseline for more complicated text indexing and retrieval models, such as topic model.

usage

• see "run_examples.sh" for example usage.

dependencies

1. external libraries, such as Eigen and tclap, are included; therefore the code is ready to run

compiling

1. for initial build, type "make";
2. if you modify code, type "make rebuild"

questions

for questions, comments or to report bugs, contact Yang Gao(USC/ISI) at [e-mail]