Found 33676 Articles for Programming

How can Tensorflow be used to explore the dataset and see a sample file from the stackoverflow question dataset using Python?

AmitDiwan
Updated on 18-Jan-2021 12:02:08

163 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowKeras was developed as a part of the research for the project ONEIROS (Open-ended Neuro-Electronic Intelligent Robot Operating System). Keras is a deep learning API, which is written in Python. It is a high-level API that has a productive interface that helps solve machine learning problems. ... Read More

How to display stacked bar chart using matplotlib in Python?

AmitDiwan
Updated on 18-Jan-2021 12:00:17

630 Views

Matplotlib is a popular Python package that is used for data visualization. Visualizing data is a key step since it helps understand what is going on in the data without actually looking at the numbers and performing complicated computations. It helps in communicating the quantitative insights to the audience effectively.Matplotlib is used to create 2 dimensional plots with the data. It comes with an object oriented API that helps in embedding the plots in Python applications. Matplotlib can be used with IPython shells, Jupyter notebook, Spyder IDE and so on.It is written in Python. It is created using Numpy, which ... Read More

How can Keras be used to download and explore the dataset associated with predicting tag for a stackoverflow question in Python?

AmitDiwan
Updated on 18-Jan-2021 12:00:36

239 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications, and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations quickly.This is because it uses NumPy and multi-dimensional arrays. These multi-dimensional arrays are also known as ‘tensors’. The framework supports working with deep neural networks. It is highly scalable and comes with many popular datasets. It uses GPU computation and automates the management of resources. It comes with multitude of ... Read More

How to display pie charts in Matplotlib Python?

AmitDiwan
Updated on 18-Jan-2021 11:59:18

456 Views

Matplotlib is a popular Python package that is used for data visualization. Visualizing data is a key step since it helps understand what is going on in the data without actually looking at the numbers and performing complicated computations. It helps in communicating the quantitative insights to the audience effectively.Matplotlib is used to create 2 dimensional plots with the data. It comes with an object oriented API that helps in embedding the plots in Python applications. Matplotlib can be used with IPython shells, Jupyter notebook, Spyder IDE and so on.It is written in Python. It is created using Numpy, which ... Read More

How can Tensorflow be used to return constructor arguments of layer instance using Python?

AmitDiwan
Updated on 18-Jan-2021 11:58:28

127 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications, and much more. It is used in research and for production purposes.Keras was developed as a part of the research for the project ONEIROS (Open-ended Neuro-Electronic Intelligent Robot Operating System). Keras is a deep learning API, which is written in Python. It is a high-level API that has a productive interface that helps solve machine learning problems.It runs on top of the Tensorflow framework. It was built to help experiment in a quick ... Read More

How can a simple bivariate distribution be shown using ‘imshow’ in Matplotlib Python?

AmitDiwan
Updated on 18-Jan-2021 11:57:40

458 Views

Matplotlib is a popular Python package that is used for data visualization. Visualizing data is a key step since it helps understand what is going on in the data without actually looking at the numbers and performing complicated computations.It helps in communicating the quantitative insights to the audience effectively. Matplotlib is used to create 2 dimensional plots with the data. It comes with an object oriented API that helps in embedding the plots in Python applications. Matplotlib can be used with IPython shells, Jupyter notebook, Spyder IDE and so on.It is written in Python. It is created using Numpy, which ... Read More

How can the ‘subplot’ function be used to create two graphs in Matplotlib Python?

AmitDiwan
Updated on 18-Jan-2021 11:56:50

191 Views

Matplotlib is a popular Python package that is used for data visualization.Visualizing data is a key step since it helps understand what is going on in the data without actually looking at the numbers and performing complicated computations.It helps in communicating the quantitative insights to the audience effectively.Matplotlib is used to create 2 dimensional plots with the data. It comes with an object oriented API that helps in embedding the plots in Python applications. Matplotlib can be used with IPython shells, Jupyter notebook, Spyder IDE and so on.It is written in Python. It is created using Numpy, which is the ... Read More

Demonstrate a basic implementation of ‘tf.keras.layers.Dense’ in Python

AmitDiwan
Updated on 18-Jan-2021 11:56:19

279 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but a multidimensional array or a list.Keras is a deep learning API, which is written in Python. ... Read More

How can multiple plots be plotted in same figure using matplotlib and Python?

AmitDiwan
Updated on 18-Jan-2021 11:54:56

316 Views

Matplotlib is a popular Python package that is used for data visualization.Visualizing data is a key step since it helps understand what is going on in the data without actually looking at the numbers and performing complicated computations.It helps in communicating the quantitative insights to the audience effectively.Matplotlib is used to create 2 dimensional plots with the data. It comes with an object oriented API that helps in embedding the plots in Python applications. Matplotlib can be used with IPython shells, Jupyter notebook, Spyder IDE and so on.It is written in Python. It is created using Numpy, which is the ... Read More

How can Keras be used to extract and reuse nodes in graph of layers using Python?

AmitDiwan
Updated on 18-Jan-2021 11:54:35

246 Views

Keras was developed as a part of research for the project ONEIROS (Open-ended Neuro-Electronic Intelligent Robot Operating System). Keras is a deep learning API, which is written in Python. It is a high-level API that has a productive interface that helps solve machine learning problems. It runs on top of the Tensorflow framework. It was built to help experiment in a quick manner. It provides essential abstractions and building blocks that are essential in developing and encapsulating machine learning solutions.It is highly scalable, and comes with cross-platform abilities. This means Keras can be run on TPU or clusters of GPUs. ... Read More

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