Commit Graph

16 Commits

Author SHA1 Message Date
Mahdi Dibaiee
f379f208db fix(crossEntropy): implement crossEntropy' to be used in output layer
fix(softmax'): softmax was not correct
2016-09-10 17:43:45 +04:30
Mahdi Dibaiee
58851611dc chore(README): better readme, chart 2016-09-10 01:15:38 +04:30
Mahdi Dibaiee
b26347e19f feat(notmnist): notmnist example using SGD + learning rate decay 2016-09-10 00:36:15 +04:30
Mahdi Dibaiee
25e44d3a8c chore(data): doc-classifier-data 2016-08-21 01:02:45 +04:30
Mahdi Dibaiee
891f48a2d0 feat(topten): top-ten classification with evenly distrubuted data 2016-08-21 00:59:42 +04:30
Mahdi Dibaiee
eebf5e0222 feat(verbose): print more information using -v or --verbose flags 2016-08-08 12:35:26 +04:30
Mahdi Dibaiee
099c25e166 feat(stopwords): removeWords and removeStopwords functions as pre-processors
feat(confidence, WIP): calculate confidence of each classification
2016-08-08 10:02:26 +04:30
Mahdi Dibaiee
ea1f05f001 fix(naivebayes): fix the algorithm to make it actually work
feat(cleanDocuments): preprocess documents, use stemming and stopword elimination for better accuracy
2016-08-05 23:54:36 +04:30
Mahdi Dibaiee
3cf0625794 fix(precision): little bug in implementation 2016-07-30 16:52:34 +04:30
Mahdi Dibaiee
76e7e7faef fix(recall, precision): little bug in calculations
feat(fmeasure): calculate fmeasure using recall and precision
2016-07-29 22:09:30 +04:30
Mahdi Dibaiee
b5b4629318 feat(results): accuracy, recall and precision functions used to calculate measures
fix: read data from another repository
2016-07-29 17:55:59 +04:30
Mahdi Dibaiee
26eb4531fa feat(naivebayes): implement NaiveBayes algorithm
feat(example): a document classifier using NaiveBayes over reuters data
2016-07-29 16:16:44 +04:30
Mahdi Dibaiee
493a20eb0a feat(crossEntropy): crossEntropy cost function 2016-07-24 10:48:04 +04:30
Mahdi Dibaiee
f5a0c23d99 feat(randomNetwork): generate random networks with a simple function 2016-07-18 17:07:12 +04:30
Mahdi Dibaiee
23851a85f5 fix(stack): use stack build and exec instead of manual stack ghc
refactor: rename from Lib to Sibe
2016-07-18 16:33:34 +04:30
Mahdi Dibaiee
4397f5203a fix(train): fix an error in computing layer's error
feat(examples): add an example (xor)
2016-07-18 00:30:17 +04:30