machine-learning × 391
classification × 237
neural-networks × 186
nlp × 178
clustering × 140
optimization × 136
svm × 134
deep-learning × 128
lda × 114
python × 97
text-classification × 66
sampling × 60
data × 53
unsupervised-learning × 40
text-mining × 38
evaluation × 37
probability × 37
references × 36
regularization × 36
algorithms × 35
training × 32
networks × 31
search × 31
classifier × 28
theano × 28
supervised-learning × 27
crossvalidation × 26
naivebayes × 25
nltk × 25
visualization × 25
modeling × 22
neural × 22
mcmc × 21
audio × 20
state-of-the-art × 20
estimation × 18
translation × 18
to × 17
books × 16
hyperparameters × 16
information-retrieval × 16
model-selection × 16
variational-inference × 16
backpropagation × 15
l1 × 15
mathematics × 15
discriminative × 14
language × 14
code × 13
tagging × 13
bag-of-words × 12
conditional × 12
generative × 12
gibbs × 12
kl-divergence × 12
roc × 11
auc × 10
gradient × 10
performance × 10
summarization × 10
metric × 9
test-set × 9
book × 8
spanish × 8
gpu × 7
introduction × 7
unbalanced-data × 7
auto × 6
hypothesis-testing × 6
methodology × 6
textbooks × 6
validation-data × 6
tuning × 5
tutorial × 5
cuda × 4
hessian × 4
metrics × 4
precision-recall × 4
tfidf × 4
translate × 4
from × 3
descent × 2
dual-decomposition × 2
english × 2
game-theory × 2
leeds × 2
recursive × 2
a-star × 1
cross-validation × 1
ealuation × 1
encoder × 1
held-out-data × 1
hierarchical-temporal-memory × 1
into × 1
l0.5 × 1
medical-text × 1
newton-raphson × 1
objective × 1
office × 1
plumber × 1
qa × 1
watson × 1