bcperea

fzf - A command-line fuzzy finder
  https://github.com/junegunn/fzf

bat - A cat(1) clone with wings
  https://github.com/sharkdp/bat

fd - A simple, fast and user-friendly alternative to 'find'
  https://github.com/sharkdp/fd

hyperfine - A command-line benchmarking tool

bcperea

"""Demo of streaming requests with Tornado.

This script features a client using AsyncHTTPClient's body_producer
feature to slowly produce a large request body, and two server
handlers to receive this body (one is a proxy that forwards to the
other, also using body_producer).

It also demonstrates flow control: if --client_delay is smaller than
--server_delay, the client will eventually be suspended to allow the
server to catch up. You can see this in the logs, as the "client

bcperea

from sklearn.metrics import roc_curve, auc

# Let's look at the ROC curve
# Start by predicting probability rather than class

# Returns predicted probabilities for each class, 
# keep only probabilities for malignant (class 1)
y_score = clf.predict_proba(X_test)[:, 1]

n_classes = 2