machine-learning × 391
neural-networks × 186
nlp × 178
clustering × 140
optimization × 136
svm × 134
deep-learning × 128
rbm × 121
python × 97
dataset × 76
bayesian × 69
data-mining × 64
logistic-regression × 57
data × 53
features × 52
graphical-models × 49
topic-models × 49
autoencoder × 47
dbn × 42
unsupervised-learning × 40
implementation × 39
feature-extraction × 38
kernel × 38
sparse × 38
text-mining × 38
evaluation × 37
probability × 37
references × 36
regularization × 36
software × 36
algorithms × 35
deep-belief-networks × 33
training × 32
extraction × 31
java × 31
inference × 30
free × 28
k-means × 28
theano × 28
supervised-learning × 27
dirichlet × 26
visualization × 25
jobs × 24
convolution × 23
matrix × 23
modeling × 22
neural × 22
parsing × 22
practical-advice × 20
state-of-the-art × 20
gaussian-distribution × 19
em × 17
high-dimensional × 17
books × 16
hyperparameters × 16
stochastic-gradient × 16
variational-inference × 16
video × 16
hashing × 15
l1 × 15
discriminative × 14
distance × 14
papers × 14
code × 13
markov-random-field × 13
nearest-neighbors × 13
comparison × 12
conditional × 12
generative × 12
hessian-free × 12
paper-understanding × 12
sparsity × 12
applications × 11
conferences × 11
libraries × 11
mapreduce × 11
roc × 11
auc × 10
kernel-trick × 10
monte-carlo × 10
summarization × 10
autoencoders × 9
preprocessing × 9
evaluation-methods × 8
evolutionary-methods × 8
errors × 7
feature-learning × 7
introduction × 7
open-ended × 7
pretraining × 7
survey × 7
community × 6
large × 6
nips × 6
parallelism × 6
textbooks × 6
amazon × 5
big-picture × 5
distance-based-learning × 5
icml × 5
local-minima × 5
rkhs × 5
taggers × 5
conjugate-gradient × 4
hessian × 4
non-parametric × 4
pylearn × 4
pylearn2 × 4
representations × 4
starting × 4
crowdsourcing × 3
factor-graph × 3
gmm × 3
newton × 3
scraping × 3
sparsification × 3
abstractions × 2
automation × 2
blogs × 2
crowdflower × 2
definition × 2
feature-generation × 2
graphlab × 2
processes × 2
suggestions × 2
available × 1
empirical-study × 1
hilbert × 1
mturk × 1
noob × 1
nullspace × 1
publicly × 1
torch × 1