Exercises on mathematical operations in TensorFlow 1.4

December 12, 2019

EN121220190807 Practice makes perfect In [1]: import pandas as pd import tensorflow as tf import matplotlib.pyplot as plt Exercise 1: Perform the following equation on the […]

Exercises on matrix operations in TensorFlow 1.4

December 11, 2019

EN111220192126 Exercises on matrix operations in TensorFlow 1.4 Practice makes perfect In [1]: import pandas as pd import tensorflow as tf import matplotlib.pyplot as plt Exercise […]

Protected: TENSORFLOW LINE CLASSIFICATOR (base example)

December 11, 2019

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Tensorflow – Calculation of R square for linear regression

December 3, 2019

Parking Birmingham occupancy Source of data: https://archive.ics.uci.edu/ml/datasets/Parking+Birmingham In [35]: import pandas as pd df = pd.read_csv(‘c:/TF/ParkingBirmingham.csv’) df.head(3) Out[35]: SystemCodeNumber Capacity Occupancy LastUpdated 0 BHMBCCMKT01 577 61 […]

Tutorial: Linear Regression – Tensorflow, calculation of R Square (#4/281120191525)

November 28, 2019

We continue to learn how to build multiple linear regression models. This time we will build a model using the Tensorflow library. As before, the […]

Tutorial: Linear Regression – preliminary data preparation (#1/271120191024)

November 27, 2019

Part 1. Preliminary data preparation   AirQualityUCI Source of data: https://archive.ics.uci.edu/ml/datasets/Air+Quality In [1]: import pandas as pd df = pd.read_csv(‘c:/TS/AirQualityUCI.csv’, sep=’;’) df.head(3) Out[1]:   Date […]

Tutorial: Linear Regression – Time variables and shifts. Use of offset in variable correlation (#2/271120191334)

November 27, 2019

Part 2. Simple multifactorial linear regression In the previous part of this tutorial, we cleaned the data file from the measuring station. A new, completed […]

Linear regression with TensorFlow

November 26, 2019

Part one: Numpy method In [1]: import pandas as pd import tensorflow as tf import itertools   Source of data: https://archive.ics.uci.edu/ml/datasets/combined+cycle+power+plant   Combined Cycle Power […]