doc2vec is a deep learning algorithm that draws context from phrases. It’s currently one of the best ways of sentiment classification for movie reviews. You can use the following method to analyze feedbacks, reviews, comments, and so on.

Blog about VHDL projects for FPGA. FPGA tutorials. FPGA free books. (more…)

Mountain Dew is giving $1M to whomever can correctly count the number of bottles in their commercial. Computer vision can help us spot bottles we might have ... (more…)

Designing, building, and training models are hard problems. Literature is reviewed, data is gathered (and cleaned and annotated). Hours (or perhaps days? weeks?) are spent getting code to work, fixing subtle bugs, tuning training schemes. Finally, the met... (more…)

Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the archi... (more…)