%autosave 10
Autosaving every 10 seconds
map[int, float]
is what I need? So wrap it in Cython!fit
, predict
, tranform
, score
, partial_fit
traits
, pyre
.scipy.cluster.vq.kmeans
is precise, slowsklearn.cluster.MiniBatchKMeans
is statistical, much faster.sklean.random_projection
(averages features)sklearn.utils.extmath.randomized_svd
joblib
.IPython
, multiprocessing
, celery
.joblib.Memory
, memoize pattern.get
, and even then only if you iterate over it.hashlib.md5
, robust, no dependencies.np.save
big numpy arrays.zlib.compress
faster, used again because no dependencies.