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Shamit Bagchi
364 followers -
Interdisciplinarian - Complex Systems, Simulations, Machine Learning, Biology & Neuroscience inspired Products
Interdisciplinarian - Complex Systems, Simulations, Machine Learning, Biology & Neuroscience inspired Products

364 followers
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Softmax function, softmax regression.
T he softmax function is also called the normalized exponential function.  In  probability theory ,  t he output of the softmax function can be used to represent a  categorical distribution  – that is, a  probability distribution  over  K  different possibl...
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Install IPython Notebook
sudo apt-get -y install ipython ipython-notebook sudo -H pip install jupyter Running Jupyter Notebook You now have everything you need to run Jupyter Notebook! To run it, execute the following command:  jupyter notebook  More details here:  How To Set Up a ...
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Iris Data visualized
The Iris dataset was used in R.A. Fisher's classic 1936 paper, The Use of Multiple Measurements in Taxonomic Problems, and can also be found on the UCI Machine Learning Repository.

It includes three iris species with 50 samples each as well as some propert...
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Machine Learning - Model Evaluation Metrics
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Deploy a Python app on Google Cloud
TUTORIALDIR=src/tantal-183814/python_gae_quickstart-2017-11-01-23-03 git clone https://github.com/GoogleCloudPlatform/python-docs-samples $TUTORIALDIR cd $TUTORIALDIR/appengine/standard/hello_world dev_appserver.py $PWD gcloud app deploy app.yaml --project ...
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BigQuery: Querying your custom table
BigQuery: Querying your custom table: https://cloud.google.com/bigquery/quickstart-web-ui Query the table Now that you've loaded custom data into a table, you can run queries against it. The process is identical to the  query a public dataset  example above...
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3rd Party Spark Machine Learning libraries
Spark machine learning inventory https://github.com/claesenm/spark-ml-inventory
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Machine Learning Repositories
—UC Irvine Machine Learning Repository —Kaggle datasets —Amazon’s AWS datasets • Meta portals (they list open data repositories): —http://dataportals.org/http://opendatamonitor.eu/http://quandl.com/ • Other pages listing many popular open data repositor...
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