Discussion Forum & Activities

Elenco delle discussioni. Visualizzazione di 100 discussioni su 513
Discussione	Iniziato da	Ultimo intervento	Repliche
Lecture 6 - Comparison of decision trees used by the sklearn software with the theory seen in class.	Salvatore Gatto 23 ott 2022	Salvatore Gatto 23 ott 2022	0
Lecture 5 - DT for Boolean Formulas	Salvatore Gatto 23 ott 2022	Salvatore Gatto 23 ott 2022	0
Lesson 7 - Perceptron that implements simple Boolean functions	Salvatore Gatto 25 ott 2022	Salvatore Gatto 26 ott 2022	1
Lecture 7 - NOT	Salvatore Gatto 26 ott 2022	Salvatore Gatto 26 ott 2022	0
Lesson 7 - Implementation of Perceptron Algorithm	Salvatore Gatto 28 ott 2022	Salvatore Gatto 28 ott 2022	0
Lesson 8 - Proof of the derivative of sigmoid function	Salvatore Gatto 30 ott 2022	Salvatore Gatto 30 ott 2022	0
Lesson 8 - Implementation of Delta Rule	Salvatore Gatto 30 ott 2022	Salvatore Gatto 30 ott 2022	0
L09 - Implementation of the Network on slide 15	Salvatore Gatto 19 nov 2022	Salvatore Gatto 19 nov 2022	0
Lecture 12 - Titanic Dataset	Salvatore Gatto 20 nov 2022	Salvatore Gatto 20 nov 2022	0
Lecture 14 - PCA on Iris Dataset	Salvatore Gatto 26 nov 2022	Salvatore Gatto 26 nov 2022	0
Lecture 14 - CNN on CIFAR10 Dataset	Salvatore Gatto 27 nov 2022	Salvatore Gatto 27 nov 2022	0
Lecture 16 - Naive Bayas on Textual Documents	Salvatore Gatto 8 dic 2022	Salvatore Gatto 8 dic 2022	0
Lecture 17 - Ensemble Methods	Salvatore Gatto 10 dic 2022	Salvatore Gatto 10 dic 2022	0
Lesson 18 - KMeans on Clustering	Salvatore Gatto 27 dic 2022	Salvatore Gatto 27 dic 2022	0
Lecture 5 - Exercise	SAMUELE POZZEBON 19 ott 2022	SAMUELE POZZEBON 19 ott 2022	0
Lecture 8 - Gradient descent implementation	SAMUELE POZZEBON 30 ott 2022	SAMUELE POZZEBON 30 ott 2022	0
Lecture 7 - Perceptron	SAMUELE POZZEBON 30 ott 2022	SAMUELE POZZEBON 30 ott 2022	0
Lecture 9 - Neural Network implementation	SAMUELE POZZEBON 30 nov 2022	SAMUELE POZZEBON 30 nov 2022	0
Lecture 3, Supervised Learning	SANJAR TLEPIN 23 ott 2022	SANJAR TLEPIN 23 ott 2022	0
Lecture 4 exercise	SANJAR TLEPIN 29 ott 2022	SANJAR TLEPIN 29 ott 2022	0
Lecture 5 exercise	SANJAR TLEPIN 30 ott 2022	SANJAR TLEPIN 30 ott 2022	0
Lecture 7 exercise	SANJAR TLEPIN 31 ott 2022	SANJAR TLEPIN 31 ott 2022	0
Lecture 8 exercise	SANJAR TLEPIN 30 nov 2022	SANJAR TLEPIN 30 nov 2022	0
Lecture 9 exercise 2	SANJAR TLEPIN 4 dic 2022	SANJAR TLEPIN 4 dic 2022	0
Lecture 12 exercise 2	SANJAR TLEPIN 8 dic 2022	SANJAR TLEPIN 8 dic 2022	0
Lecture 14 -- exercise 3	SANJAR TLEPIN 23 dic 2022	SANJAR TLEPIN 23 dic 2022	0
Lecture 14 -- exercise 2	SANJAR TLEPIN 23 dic 2022	SANJAR TLEPIN 23 dic 2022	0
Lecture 16	SANJAR TLEPIN 8 gen 2023	SANJAR TLEPIN 8 gen 2023	0
Lecture 17 -- exercise	SANJAR TLEPIN 18 gen 2023	SANJAR TLEPIN 18 gen 2023	0
Lecture 4	Sara Feizyab 28 ott 2022	Sara Feizyab 28 ott 2022	0
Lecture 5	Sara Feizyab 28 ott 2022	Sara Feizyab 28 ott 2022	0
Backprop algorithm with a hidden layer	Sara Feizyab 25 nov 2022	Sara Feizyab 25 nov 2022	0
Preprocessing the TITANIC dataset and using predictive models	Sara Feizyab 27 nov 2022	Sara Feizyab 27 nov 2022	0
Sigmoid function derivative	Sara Feizyab 28 nov 2022	Sara Feizyab 28 nov 2022	0
Derivation of Backprop (multi layer)	Sara Feizyab 29 nov 2022	Sara Feizyab 29 nov 2022	0
Perceptron initialized with null vector	Sara Feizyab 30 nov 2022	Sara Feizyab 30 nov 2022	0
Implementing Naive Bayes	Sara Feizyab 26 dic 2022	Sara Feizyab 26 dic 2022	0
Classifiers comparison	Sara Feizyab 31 dic 2022	Sara Feizyab 31 dic 2022	0
Clustering	Sara Feizyab 31 dic 2022	Sara Feizyab 31 dic 2022	0
Lez3 - Part 1 (Hypothesis Space)	SEPASEH HAKIMINEJAD 17 ott 2022	SEPASEH HAKIMINEJAD 17 ott 2022	0
Lez3 - Part2 (Effect of Alpha in Ridge Regression)	SEPASEH HAKIMINEJAD 17 ott 2022	SEPASEH HAKIMINEJAD 17 ott 2022	0
Lez4 - VC Dimension	SEPASEH HAKIMINEJAD 22 ott 2022	SEPASEH HAKIMINEJAD 22 ott 2022	0
Lez5 - DT by ID3 for a boolean function	SEPASEH HAKIMINEJAD 24 ott 2022	SEPASEH HAKIMINEJAD 24 ott 2022	0
Lez 6 - Comparison	SEPASEH HAKIMINEJAD 24 ott 2022	SEPASEH HAKIMINEJAD 24 ott 2022	0
Linear Regression - from theory to code	SEPASEH HAKIMINEJAD 29 ott 2022	SEPASEH HAKIMINEJAD 29 ott 2022	0
Lez7 - Boolean Functions	SEPASEH HAKIMINEJAD 29 nov 2022	SEPASEH HAKIMINEJAD 29 nov 2022	0
Lez 7 - Part 2 (Null initializing)	SEPASEH HAKIMINEJAD 30 nov 2022	SEPASEH HAKIMINEJAD 30 nov 2022	0
Lez7 - Perceptron in Python	SEPASEH HAKIMINEJAD 30 nov 2022	SEPASEH HAKIMINEJAD 30 nov 2022	0
Lez 8 - Part 1 (Sigmoid Derivative)	SEPASEH HAKIMINEJAD 30 nov 2022	SEPASEH HAKIMINEJAD 30 nov 2022	0
Lez 12 - Preprocess the Titanic Dataset	SEPASEH HAKIMINEJAD 19 dic 2022	SEPASEH HAKIMINEJAD 19 dic 2022	0
Bias and Variance tradeoff	SEPASEH HAKIMINEJAD 19 dic 2022	SEPASEH HAKIMINEJAD 19 dic 2022	0
Lecture(04)	Shakiba Farjood Fashalami 24 ott 2022	Shakiba Farjood Fashalami 24 ott 2022	0
Lecture(02)	Shakiba Farjood Fashalami 24 ott 2022	Shakiba Farjood Fashalami 24 ott 2022	0
Lecture(05)	Shakiba Farjood Fashalami 24 ott 2022	Shakiba Farjood Fashalami 24 ott 2022	0
Lecture(7)-1	Shakiba Farjood Fashalami 29 ott 2022	Shakiba Farjood Fashalami 29 ott 2022	0
Lecture(7)-2	Shakiba Farjood Fashalami 29 ott 2022	Shakiba Farjood Fashalami 29 ott 2022	0
Lecture(7)-3	Shakiba Farjood Fashalami 29 ott 2022	Shakiba Farjood Fashalami 29 ott 2022	0
Lecture 8	Shakiba Farjood Fashalami 31 ott 2022	Shakiba Farjood Fashalami 31 ott 2022	0
Trying PCA on the IRIS dataset in sklearn	Shakiba Farjood Fashalami 25 nov 2022	Shakiba Farjood Fashalami 29 nov 2022	1
SVM(Classification)	Shakiba Farjood Fashalami 25 nov 2022	Shakiba Farjood Fashalami 29 nov 2022	1
SVM(Regression)	Shakiba Farjood Fashalami 25 nov 2022	Shakiba Farjood Fashalami 29 nov 2022	1
Multi-layer Perceptron (Regression)	Shakiba Farjood Fashalami 29 nov 2022	Shakiba Farjood Fashalami 29 nov 2022	0
Multi-layer Perceptron (Classification)	Shakiba Farjood Fashalami 29 nov 2022	Shakiba Farjood Fashalami 29 nov 2022	0
Clustering (K-means)	Shakiba Farjood Fashalami 30 dic 2022	Shakiba Farjood Fashalami 30 dic 2022	0
Clustering (DBSCAN- Mean Shift- GMM)	Shakiba Farjood Fashalami 30 dic 2022	Shakiba Farjood Fashalami 30 dic 2022	0
Feature Selection Methods	Shakiba Farjood Fashalami 30 dic 2022	Shakiba Farjood Fashalami 30 dic 2022	0
Data Preprocessing (Titanic Dataset)	Shakiba Farjood Fashalami 30 dic 2022	Shakiba Farjood Fashalami 30 dic 2022	0
Naive Bayes	Shakiba Farjood Fashalami 4 gen 2023	Shakiba Farjood Fashalami 4 gen 2023	0
DTs	Shakiba Farjood Fashalami 4 gen 2023	Shakiba Farjood Fashalami 4 gen 2023	0
Polynomial Regression using sklearn Ridge	SOLMAZ MOHAMMADI 20 ott 2022	SOLMAZ MOHAMMADI 20 ott 2022	0
DT for Boolean Formulas (Logic Gates)	SOLMAZ MOHAMMADI 21 ott 2022	SOLMAZ MOHAMMADI 21 ott 2022	0
Perceptron Implementation in Python	SOLMAZ MOHAMMADI 27 ott 2022	SOLMAZ MOHAMMADI 27 ott 2022	0
Perceptron (with the delta rule)	SOLMAZ MOHAMMADI 10 nov 2022	SOLMAZ MOHAMMADI 10 nov 2022	0
Neural Netwrok Implementation	SOLMAZ MOHAMMADI 19 nov 2022	SOLMAZ MOHAMMADI 19 nov 2022	0
SVM Implementation using Hinge Loss and Stochastic Gradient Descent	SOLMAZ MOHAMMADI 30 nov 2022	SOLMAZ MOHAMMADI 30 nov 2022	0
Decision Trees and Random Forests for Housing Prices Prediction	SOLMAZ MOHAMMADI 17 dic 2022	SOLMAZ MOHAMMADI 17 dic 2022	0
PCA Application on Iris Data	SOLMAZ MOHAMMADI 18 dic 2022	SOLMAZ MOHAMMADI 18 dic 2022	0
Speeding up Logistic Regression with PCA (MNIST Data)	SOLMAZ MOHAMMADI 18 dic 2022	SOLMAZ MOHAMMADI 18 dic 2022	0
Deep Convolutional Generative Adversarial Networks application on MNIST data	SOLMAZ MOHAMMADI 13 gen 2023	SOLMAZ MOHAMMADI 13 gen 2023	0
Decision Tree exercise by Python	STEFANO SORGENTE 31 ott 2022	STEFANO SORGENTE 31 ott 2022	0
Build a decision tree "by hand"	STEFANO SORGENTE 31 ott 2022	STEFANO SORGENTE 31 ott 2022	0
Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"	SYED FAHAD HASSAN 31 dic 2022	SYED FAHAD HASSAN 31 dic 2022	0
Exercise - Lec4 "VC-Dimension of other hypothesis spaces"	SYED FAHAD HASSAN 31 dic 2022	SYED FAHAD HASSAN 31 dic 2022	0
Lec5 - Exercise - Computing DT with Boolean functions using ID3	SYED FAHAD HASSAN 31 dic 2022	SYED FAHAD HASSAN 31 dic 2022	0
Lec8 - Exercise 1 - Proof "σ′(y) = σ(y)(1 −σ(y))"	SYED FAHAD HASSAN 31 dic 2022	SYED FAHAD HASSAN 31 dic 2022	0
Lec7 - Exercise - Proof	SYED FAHAD HASSAN 31 dic 2022	SYED FAHAD HASSAN 31 dic 2022	0
Lec 3 - Ex:1 "binary classification, multi-class classification and regression tasks"	SYED FAHAD HASSAN 18 gen 2023	SYED FAHAD HASSAN 18 gen 2023	0
Lec6 - Ex1 - "Implementing a Decision Tree Classifier using scikit-learn in Python"	SYED FAHAD HASSAN 18 gen 2023	SYED FAHAD HASSAN 18 gen 2023	0
Lec7 - Ex:1 - "Perceptron-based multi-layer networks with hard thresholds and relative weights ...	SYED FAHAD HASSAN 19 gen 2023	SYED FAHAD HASSAN 19 gen 2023	0
Lec7 - Ex:3 - "Implementation of Perceptron algorithm"	SYED FAHAD HASSAN 19 gen 2023	SYED FAHAD HASSAN 19 gen 2023	0
Lec-8 Ex2 - "Delta rule optimization with linear/sigmoidal activation"	SYED FAHAD HASSAN 19 gen 2023	SYED FAHAD HASSAN 19 gen 2023	0
SVM and k-NN on Titanic Dataset	SYED FAHAD HASSAN 21 gen 2023	SYED FAHAD HASSAN 21 gen 2023	0
Bayesian with Coin Toss example and noisy observation with Gaussian	SYED RIAZ RAZA 19 dic 2022	SYED RIAZ RAZA 19 dic 2022	0
A complete Neural Network	SYED RIAZ RAZA 31 dic 2022	SYED RIAZ RAZA 31 dic 2022	0
Implementation of Decision Tree using scikit	SYED RIAZ RAZA 11 gen 2023	SYED RIAZ RAZA 11 gen 2023	0
Kmeans Clustring on Mopsi Datset from Les18	SYED RIAZ RAZA 11 gen 2023	SYED RIAZ RAZA 11 gen 2023	0
Implementation of SVM on Breast Cancer dataset	SYED RIAZ RAZA 14 gen 2023	SYED RIAZ RAZA 14 gen 2023	0
Implementing a CNN on MNIST digit classification **	SYED RIAZ RAZA 15 gen 2023	SYED RIAZ RAZA 15 gen 2023	0
PCA	SYED RIAZ RAZA 17 gen 2023	SYED RIAZ RAZA 17 gen 2023	0
Lecture3Q1	TAHA ENAYAT 29 ott 2022	TAHA ENAYAT 29 ott 2022	0

Lecture 6 - Comparison of decision trees used by the sklearn software with the theory seen in class.

Salvatore Gatto

23 ott 2022

Salvatore Gatto

23 ott 2022

0

Lecture 5 - DT for Boolean Formulas

Salvatore Gatto

23 ott 2022

Salvatore Gatto

23 ott 2022

0

Lesson 7 - Perceptron that implements simple Boolean functions

Salvatore Gatto

25 ott 2022

Salvatore Gatto

26 ott 2022

1

Lecture 7 - NOT

Salvatore Gatto

26 ott 2022

Salvatore Gatto

26 ott 2022

0

Lesson 7 - Implementation of Perceptron Algorithm

Salvatore Gatto

28 ott 2022

Salvatore Gatto

28 ott 2022

0

Lesson 8 - Proof of the derivative of sigmoid function

Salvatore Gatto

30 ott 2022

Salvatore Gatto

30 ott 2022

0

Lesson 8 - Implementation of Delta Rule

Salvatore Gatto

30 ott 2022

Salvatore Gatto

30 ott 2022

0

L09 - Implementation of the Network on slide 15

Salvatore Gatto

19 nov 2022

Salvatore Gatto

19 nov 2022

0

Lecture 12 - Titanic Dataset

Salvatore Gatto

20 nov 2022

Salvatore Gatto

20 nov 2022

0

Lecture 14 - PCA on Iris Dataset

Salvatore Gatto

26 nov 2022

Salvatore Gatto

26 nov 2022

0

Lecture 14 - CNN on CIFAR10 Dataset

Salvatore Gatto

27 nov 2022

Salvatore Gatto

27 nov 2022

0

Lecture 16 - Naive Bayas on Textual Documents

Salvatore Gatto

8 dic 2022

Salvatore Gatto

8 dic 2022

0

Lecture 17 - Ensemble Methods

Salvatore Gatto

10 dic 2022

Salvatore Gatto

10 dic 2022

0

Lesson 18 - KMeans on Clustering

Salvatore Gatto

27 dic 2022

Salvatore Gatto

27 dic 2022

0

Lecture 5 - Exercise

SAMUELE POZZEBON

19 ott 2022

SAMUELE POZZEBON

19 ott 2022

0

Lecture 8 - Gradient descent implementation

SAMUELE POZZEBON

30 ott 2022

SAMUELE POZZEBON

30 ott 2022

0

Lecture 7 - Perceptron

SAMUELE POZZEBON

30 ott 2022

SAMUELE POZZEBON

30 ott 2022

0

Lecture 9 - Neural Network implementation

SAMUELE POZZEBON

30 nov 2022

SAMUELE POZZEBON

30 nov 2022

0

Lecture 3, Supervised Learning

SANJAR TLEPIN

23 ott 2022

SANJAR TLEPIN

23 ott 2022

0

Lecture 4 exercise

SANJAR TLEPIN

29 ott 2022

SANJAR TLEPIN

29 ott 2022

0

Lecture 5 exercise

SANJAR TLEPIN

30 ott 2022

SANJAR TLEPIN

30 ott 2022

0

Lecture 7 exercise

SANJAR TLEPIN

31 ott 2022

SANJAR TLEPIN

31 ott 2022

0

Lecture 8 exercise

SANJAR TLEPIN

30 nov 2022

SANJAR TLEPIN

30 nov 2022

0

Lecture 9 exercise 2

SANJAR TLEPIN

4 dic 2022

SANJAR TLEPIN

4 dic 2022

0

Lecture 12 exercise 2

SANJAR TLEPIN

8 dic 2022

SANJAR TLEPIN

8 dic 2022

0

Lecture 14 -- exercise 3

SANJAR TLEPIN

23 dic 2022

SANJAR TLEPIN

23 dic 2022

0

Lecture 14 -- exercise 2

SANJAR TLEPIN

23 dic 2022

SANJAR TLEPIN

23 dic 2022

0

Lecture 16

SANJAR TLEPIN

8 gen 2023

SANJAR TLEPIN

8 gen 2023

0

Lecture 17 -- exercise

SANJAR TLEPIN

18 gen 2023

SANJAR TLEPIN

18 gen 2023

0

Lecture 4

Sara Feizyab

28 ott 2022

Sara Feizyab

28 ott 2022

0

Lecture 5

Sara Feizyab

28 ott 2022

Sara Feizyab

28 ott 2022

0

Backprop algorithm with a hidden layer

Sara Feizyab

25 nov 2022

Sara Feizyab

25 nov 2022

0

Preprocessing the TITANIC dataset and using predictive models

Sara Feizyab

27 nov 2022

Sara Feizyab

27 nov 2022

0

Sigmoid function derivative

Sara Feizyab

28 nov 2022

Sara Feizyab

28 nov 2022

0

Derivation of Backprop (multi layer)

Sara Feizyab

29 nov 2022

Sara Feizyab

29 nov 2022

0

Perceptron initialized with null vector

Sara Feizyab

30 nov 2022

Sara Feizyab

30 nov 2022

0

Implementing Naive Bayes

Sara Feizyab

26 dic 2022

Sara Feizyab

26 dic 2022

0

Classifiers comparison

Sara Feizyab

31 dic 2022

Sara Feizyab

31 dic 2022

0

Clustering

Sara Feizyab

31 dic 2022

Sara Feizyab

31 dic 2022

0

Lez3 - Part 1 (Hypothesis Space)

SEPASEH HAKIMINEJAD

17 ott 2022

SEPASEH HAKIMINEJAD

17 ott 2022

0

Lez3 - Part2 (Effect of Alpha in Ridge Regression)

SEPASEH HAKIMINEJAD

17 ott 2022

SEPASEH HAKIMINEJAD

17 ott 2022

0

Lez4 - VC Dimension

SEPASEH HAKIMINEJAD

22 ott 2022

SEPASEH HAKIMINEJAD

22 ott 2022

0

Lez5 - DT by ID3 for a boolean function

SEPASEH HAKIMINEJAD

24 ott 2022

SEPASEH HAKIMINEJAD

24 ott 2022

0

Lez 6 - Comparison

SEPASEH HAKIMINEJAD

24 ott 2022

SEPASEH HAKIMINEJAD

24 ott 2022

0

Linear Regression - from theory to code

SEPASEH HAKIMINEJAD

29 ott 2022

SEPASEH HAKIMINEJAD

29 ott 2022

0

Lez7 - Boolean Functions

SEPASEH HAKIMINEJAD

29 nov 2022

SEPASEH HAKIMINEJAD

29 nov 2022

0

Lez 7 - Part 2 (Null initializing)

SEPASEH HAKIMINEJAD

30 nov 2022

SEPASEH HAKIMINEJAD

30 nov 2022

0

Lez7 - Perceptron in Python

SEPASEH HAKIMINEJAD

30 nov 2022

SEPASEH HAKIMINEJAD

30 nov 2022

0

Lez 8 - Part 1 (Sigmoid Derivative)

SEPASEH HAKIMINEJAD

30 nov 2022

SEPASEH HAKIMINEJAD

30 nov 2022

0

Lez 12 - Preprocess the Titanic Dataset

SEPASEH HAKIMINEJAD

19 dic 2022

SEPASEH HAKIMINEJAD

19 dic 2022

0

Bias and Variance tradeoff

SEPASEH HAKIMINEJAD

19 dic 2022

SEPASEH HAKIMINEJAD

19 dic 2022

0

Lecture(04)

Shakiba Farjood Fashalami

24 ott 2022

Shakiba Farjood Fashalami

24 ott 2022

0

Lecture(02)

Shakiba Farjood Fashalami

24 ott 2022

Shakiba Farjood Fashalami

24 ott 2022

0

Lecture(05)

Shakiba Farjood Fashalami

24 ott 2022

Shakiba Farjood Fashalami

24 ott 2022

0

Lecture(7)-1

Shakiba Farjood Fashalami

29 ott 2022

Shakiba Farjood Fashalami

29 ott 2022

0

Lecture(7)-2

Shakiba Farjood Fashalami

29 ott 2022

Shakiba Farjood Fashalami

29 ott 2022

0

Lecture(7)-3

Shakiba Farjood Fashalami

29 ott 2022

Shakiba Farjood Fashalami

29 ott 2022

0

Lecture 8

Shakiba Farjood Fashalami

31 ott 2022

Shakiba Farjood Fashalami

31 ott 2022

0

Trying PCA on the IRIS dataset in sklearn

Shakiba Farjood Fashalami

25 nov 2022

Shakiba Farjood Fashalami

29 nov 2022

1

SVM(Classification)

Shakiba Farjood Fashalami

25 nov 2022

Shakiba Farjood Fashalami

29 nov 2022

1

SVM(Regression)

Shakiba Farjood Fashalami

25 nov 2022

Shakiba Farjood Fashalami

29 nov 2022

1

Multi-layer Perceptron (Regression)

Shakiba Farjood Fashalami

29 nov 2022

Shakiba Farjood Fashalami

29 nov 2022

0

Multi-layer Perceptron (Classification)

Shakiba Farjood Fashalami

29 nov 2022

Shakiba Farjood Fashalami

29 nov 2022

0

Clustering (K-means)

Shakiba Farjood Fashalami

30 dic 2022

Shakiba Farjood Fashalami

30 dic 2022

0

Clustering (DBSCAN- Mean Shift- GMM)

Shakiba Farjood Fashalami

30 dic 2022

Shakiba Farjood Fashalami

30 dic 2022

0

Feature Selection Methods

Shakiba Farjood Fashalami

30 dic 2022

Shakiba Farjood Fashalami

30 dic 2022

0

Data Preprocessing (Titanic Dataset)

Shakiba Farjood Fashalami

30 dic 2022

Shakiba Farjood Fashalami

30 dic 2022

0

Naive Bayes

Shakiba Farjood Fashalami

4 gen 2023

Shakiba Farjood Fashalami

4 gen 2023

0

DTs

Shakiba Farjood Fashalami

4 gen 2023

Shakiba Farjood Fashalami

4 gen 2023

0

Polynomial Regression using sklearn Ridge

SOLMAZ MOHAMMADI

20 ott 2022

SOLMAZ MOHAMMADI

20 ott 2022

0

DT for Boolean Formulas (Logic Gates)

SOLMAZ MOHAMMADI

21 ott 2022

SOLMAZ MOHAMMADI

21 ott 2022

0

Perceptron Implementation in Python

SOLMAZ MOHAMMADI

27 ott 2022

SOLMAZ MOHAMMADI

27 ott 2022

0

Perceptron (with the delta rule)

SOLMAZ MOHAMMADI

10 nov 2022

SOLMAZ MOHAMMADI

10 nov 2022

0

Neural Netwrok Implementation

SOLMAZ MOHAMMADI

19 nov 2022

SOLMAZ MOHAMMADI

19 nov 2022

0

SVM Implementation using Hinge Loss and Stochastic Gradient Descent

SOLMAZ MOHAMMADI

30 nov 2022

SOLMAZ MOHAMMADI

30 nov 2022

0

Decision Trees and Random Forests for Housing Prices Prediction

SOLMAZ MOHAMMADI

17 dic 2022

SOLMAZ MOHAMMADI

17 dic 2022

0

PCA Application on Iris Data

SOLMAZ MOHAMMADI

18 dic 2022

SOLMAZ MOHAMMADI

18 dic 2022

0

Speeding up Logistic Regression with PCA (MNIST Data)

SOLMAZ MOHAMMADI

18 dic 2022

SOLMAZ MOHAMMADI

18 dic 2022

0

Deep Convolutional Generative Adversarial Networks application on MNIST data

SOLMAZ MOHAMMADI

13 gen 2023

SOLMAZ MOHAMMADI

13 gen 2023

0

Decision Tree exercise by Python

STEFANO SORGENTE

31 ott 2022

STEFANO SORGENTE

31 ott 2022

0

Build a decision tree "by hand"

STEFANO SORGENTE

31 ott 2022

STEFANO SORGENTE

31 ott 2022

0

Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"

SYED FAHAD HASSAN

31 dic 2022

SYED FAHAD HASSAN

31 dic 2022

0

Exercise - Lec4 "VC-Dimension of other hypothesis spaces"

SYED FAHAD HASSAN

31 dic 2022

SYED FAHAD HASSAN

31 dic 2022

0

Lec5 - Exercise - Computing DT with Boolean functions using ID3

SYED FAHAD HASSAN

31 dic 2022

SYED FAHAD HASSAN

31 dic 2022

0

Lec8 - Exercise 1 - Proof "σ′(y) = σ(y)(1 −σ(y))"

SYED FAHAD HASSAN

31 dic 2022

SYED FAHAD HASSAN

31 dic 2022

0

Lec7 - Exercise - Proof

SYED FAHAD HASSAN

31 dic 2022

SYED FAHAD HASSAN

31 dic 2022

0

Lec 3 - Ex:1 "binary classification, multi-class classification and regression tasks"

SYED FAHAD HASSAN

18 gen 2023

SYED FAHAD HASSAN

18 gen 2023

0

Lec6 - Ex1 - "Implementing a Decision Tree Classifier using scikit-learn in Python"

SYED FAHAD HASSAN

18 gen 2023

SYED FAHAD HASSAN

18 gen 2023

0

Lec7 - Ex:1 - "Perceptron-based multi-layer networks with hard thresholds and relative weights ...

SYED FAHAD HASSAN

19 gen 2023

SYED FAHAD HASSAN

19 gen 2023

0

Lec7 - Ex:3 - "Implementation of Perceptron algorithm"

SYED FAHAD HASSAN

19 gen 2023

SYED FAHAD HASSAN

19 gen 2023

0

Lec-8 Ex2 - "Delta rule optimization with linear/sigmoidal activation"

SYED FAHAD HASSAN

19 gen 2023

SYED FAHAD HASSAN

19 gen 2023

0

SVM and k-NN on Titanic Dataset

SYED FAHAD HASSAN

21 gen 2023

SYED FAHAD HASSAN

21 gen 2023

0

Bayesian with Coin Toss example and noisy observation with Gaussian

SYED RIAZ RAZA

19 dic 2022

SYED RIAZ RAZA

19 dic 2022

0

A complete Neural Network

SYED RIAZ RAZA

31 dic 2022

SYED RIAZ RAZA

31 dic 2022

0

Implementation of Decision Tree using scikit

SYED RIAZ RAZA

11 gen 2023

SYED RIAZ RAZA

11 gen 2023

0

Kmeans Clustring on Mopsi Datset from Les18

SYED RIAZ RAZA

11 gen 2023

SYED RIAZ RAZA

11 gen 2023

0

Implementation of SVM on Breast Cancer dataset

SYED RIAZ RAZA

14 gen 2023

SYED RIAZ RAZA

14 gen 2023

0

Implementing a CNN on MNIST digit classification **

SYED RIAZ RAZA

15 gen 2023

SYED RIAZ RAZA

15 gen 2023

0

PCA

SYED RIAZ RAZA

17 gen 2023

SYED RIAZ RAZA

17 gen 2023

0

Lecture3Q1

TAHA ENAYAT

29 ott 2022

TAHA ENAYAT

29 ott 2022

0