Simple way to measure cell execution time in ipython notebook

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Simple way to measure cell execution time in ipython notebook

How to solve Simple way to measure cell execution time in ipython notebook

The only way I found to overcome this problem is by executing the last statement with print.
Do not forget that cell magic starts with %% and line magic starts with %.
%%time clf = tree.DecisionTreeRegressor().fit(X_train, y_train) res = clf.predict(X_test) print(res)
Notice that any changes performed inside the cell are not taken into consideration in the next cells, something that is counter intuitive when there is a pipeline:

Simple way to measure cell execution time in ipython notebook

The only way I found to overcome this problem is by executing the last statement with print.
Do not forget that cell magic starts with %% and line magic starts with %.
%%time clf = tree.DecisionTreeRegressor().fit(X_train, y_train) res = clf.predict(X_test) print(res)
Notice that any changes performed inside the cell are not taken into consideration in the next cells, something that is counter intuitive when there is a pipeline:

Solution 1

The only way I found to overcome this problem is by executing the last statement with print.

Do not forget that cell magic starts with %% and line magic starts with %.

%%time
clf = tree.DecisionTreeRegressor().fit(X_train, y_train)
res = clf.predict(X_test)
print(res)

Notice that any changes performed inside the cell are not taken into consideration in the next cells, something that is counter intuitive when there is a pipeline:
an example

Original Author Salvador Dali Of This Content

Solution 2

An easier way is to use ExecuteTime plugin in jupyter_contrib_nbextensions package.

pip install jupyter_contrib_nbextensions
jupyter contrib nbextension install --user
jupyter nbextension enable execute_time/ExecuteTime

Original Author vForce Of This Content

Solution 3

%time and %timeit now come part of ipython’s built-in magic commands

Original Author ryanmc Of This Content

Solution 4

Use cell magic and this project on github by Phillip Cloud:

Load it by putting this at the top of your notebook or put it in your config file if you always want to load it by default:

%install_ext https://raw.github.com/cpcloud/ipython-autotime/master/autotime.py
%load_ext autotime

If loaded, every output of subsequent cell execution will include the time in min and sec it took to execute it.

Original Author Philipp Schwarz Of This Content

Conclusion

So This is all About This Tutorial. Hope This Tutorial Helped You. Thank You.

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I am an Information Technology Engineer. I have Completed my MCA And I have 4 Year Plus Experience, I am a web developer with knowledge of multiple back-end platforms Like PHP, Node.js, Python and frontend JavaScript frameworks Like Angular, React, and Vue.

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