Perceptron-Learner
A basic perceptron learner configured to classify data from the iris dataset.
Instructions
-
module add python/3.6.0
-
python3 main.py
Notes
- We used pandas to produce our plots.
- You may get some warnings about not having pandas installed.
- There is no need to produce the plots, so just ignore them.
Deliverables
- D2_iris_setosa_stats.csv : epoch stats file for task 2, learning problem 1
- D2_iris_versicolor_stats.csv : epoch stats file for task 2, learning problem 2
- D2_iris_virginica_stats.csv : epoch stats file for task 2, learning problem 3
- D2.png : plot for each of the three LPs for T2
- D3.1_iris_setosa_stats.csv : epoch stats file for task 3.1, learning problem 1
- D3.1_iris_versicolor_stats.csv : epoch stats file for task 3.1, learning problem 2
- D3.1_iris_virginica_stats.csv : epoch stats file for task 3.1, learning problem 3
- D3.1.png : plot for each of the three LPs for T3.1
- D3.2_iris_setosa_stats.csv : epoch stats file for task 3.2, learning problem 1
- D3.2_iris_versicolor_stats.csv : epoch stats file for task 3.2, learning problem 2
- D3.2_iris_virginica_stats.csv : epoch stats file for task 3.2, learning problem 3
- D3.2.png : plot for each of the three LPs for T3.2
- D3.3_iris_setosa_stats.csv : epoch stats file for task 3.3, learning problem 1
- D3.3_iris_versicolor_stats.csv : epoch stats file for task 3.3, learning problem 2
- D3.3_iris_virginica_stats.csv : epoch stats file for task 3.3, learning problem 3
- D3.3.png : plot for each of the three LPs for T3.3
- D4.1_iris_setosa_stats.csv : epoch stats file for task 4.1, learning problem 1
- D4.1_iris_versicolor_stats.csv : epoch stats file for task 4.1, learning problem 2
- D4.1_iris_virginica_stats.csv : epoch stats file for task 4.1, learning problem 3
- D4.1.png : plot for each of the three LPs for T4.1
- D4.2_iris_setosa_stats.csv : epoch stats file for task 4.2, learning problem 1
- D4.2_iris_versicolor_stats.csv : epoch stats file for task 4.2, learning problem 2
- D4.2_iris_virginica_stats.csv : epoch stats file for task 4.2, learning problem 3
- D4.2.png : plot for each of the three LPs for T4.2
- D5.pdf : report for T5
- D6.pdf : writeup and reflection