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giacbrd
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ShallowLearn
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
GNU Lesser General Public License v3.0
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Do you know why their official fasttext python wrapper cannot have a api which directly accept sentence iterator as corpus feeder?
#27
HelloMarcZ
opened
5 years ago
1
In which case would it be better to use your library?
#26
theotheo
closed
6 years ago
2
Wrong output
#25
limapedro
opened
7 years ago
3
migrate to fastTextpy
#24
giacbrd
opened
7 years ago
0
Starspace by Facebook
#23
giacbrd
opened
7 years ago
0
ImportError: No module named shallowlearn.models
#22
niloofer
opened
7 years ago
1
Why does the FastText performance drops when we choose all categories in 20 newsgroup classification?
#21
falakmasir
opened
7 years ago
2
reproduce the official tutorial
#20
giacbrd
opened
7 years ago
7
compressed models (fastText.zip)
#19
giacbrd
opened
7 years ago
0
Updated dependencies and small bugfixes
#18
oroszgy
closed
7 years ago
4
predict more samples at once
#17
giacbrd
opened
7 years ago
0
test time longer than training time in the performance graph
#16
prakhar2b
opened
7 years ago
1
ShallowLearn ImportError on Ubuntu
#15
salman-jpg
closed
7 years ago
4
Linked Document Embedding for Classification
#14
giacbrd
opened
7 years ago
0
make hash function faster
#13
giacbrd
opened
7 years ago
4
update to Gensim version 0.13.4
#12
giacbrd
closed
7 years ago
1
implement DeepInverseRegression
#11
giacbrd
opened
8 years ago
2
pre-trained does not load vectors
#10
giacbrd
closed
7 years ago
1
pre-train internally
#9
giacbrd
closed
7 years ago
1
predict_proba() return format is wrong
#8
giacbrd
closed
7 years ago
1
fastText.py model cannot be saved after de-serialization
#7
giacbrd
closed
7 years ago
2
normalize argument names
#6
giacbrd
closed
8 years ago
1
learning with non-explicit negative label
#5
giacbrd
opened
8 years ago
0
somehow combine fastText with doc2vec
#4
giacbrd
opened
8 years ago
1
word n-grams
#3
giacbrd
opened
8 years ago
1
OOV words
#2
giacbrd
closed
7 years ago
2
Structured documents
#1
giacbrd
opened
8 years ago
0