On 11.09.2014, at 03:20, David Ragazzi <[email protected]> wrote:
> NuStudio already provide a super class called "Encoder" with two functions to > be overrided: encodeToArray(rawData) and decodeFromArray(arrayData) which > keeps backward compatibility with NuPIC encoders (I'll explain this in > details in the tutorial). Awesome, love your foresightful approach. Lets blow SPSS to ashes, in terms of online learning for that matter. I already imagine meticulously designed HTM models striding on a peer rated cat walk. The most beautifully crafted one will get an invitation for ‘Ms. Kaggle 2014'. All designed with NuStudio of course ;) More seriously, I think rapid experimentation will also help with the classification vs. anomaly detection conundrum as discussed during the last office hours. If you can actually see representations in each hierarchy, you can also understand how classifications are built automagically in an unsupervised fashion and how persistent they are. Cheers! Alex
