Discussion Forum & Activities

List of discussions. Showing 100 of 513 discussions
Discussion	Started by	Last post	Replies
XNOR	MUTAHIR YASEEN 18 Jan 2023	MUTAHIR YASEEN 18 Jan 2023	0
1-layer NN in python with gradient descent	Matteo Gioele Collu 30 Oct 2022	Matteo Gioele Collu 30 Oct 2022	0
18. Clustering	CECILIA FIGUERAS TELLEZ 13 Jan 2023	CECILIA FIGUERAS TELLEZ 13 Jan 2023	0
A complete Neural Network	SYED RIAZ RAZA 31 Dec 2022	SYED RIAZ RAZA 31 Dec 2022	0
Activities	TAMAR MORIN 22 Nov 2022	TAMAR MORIN 22 Nov 2022	0
Activity for class 4 - Find VC dimension	MARIJA NENADIĆ 15 Oct 2022	MARIJA NENADIĆ 15 Oct 2022	0
Activity lecture 5	JANARDHAN JAYACHANDRA KAMMATH 29 Oct 2022	JANARDHAN JAYACHANDRA KAMMATH 29 Oct 2022	0
Analysis of movieLens dataset	JUAN BAEZA RUIZ-HENESTROSA 9 Jan 2023	JUAN BAEZA RUIZ-HENESTROSA 9 Jan 2023	0
Analysis of sparsity and distribution of ratings on MovieLens dataset	FILIPPO FANTINATO 28 Dec 2022	FILIPPO FANTINATO 28 Dec 2022	0
Anomaly Detection	MOONES MOBARAKI 6 Jan 2023	MOONES MOBARAKI 6 Jan 2023	0
Autoencoder on MNIST dataset	MOHAMMAD HOSSEINIPOUR 28 Nov 2022	MOHAMMAD HOSSEINIPOUR 28 Nov 2022	0
Autoencoder on MNIST dataset	MOONES MOBARAKI 8 Dec 2022	MOONES MOBARAKI 8 Dec 2022	0
Autoencoders on the MNIST dataset	FILIPPO FANTINATO 30 Nov 2022	FILIPPO FANTINATO 30 Nov 2022	0
Backprop algorithm with a hidden layer	SARA FEIZYAB 25 Nov 2022	SARA FEIZYAB 25 Nov 2022	0
Bagging Classifier	CELIA DIAZ FERNANDEZ 15 Dec 2022	CELIA DIAZ FERNANDEZ 15 Dec 2022	0
Bagging Classifier on Iris dataset	MARCO ANDREA LIMONGELLI 15 Dec 2022	MARCO ANDREA LIMONGELLI 15 Dec 2022	0
Bagging practice	DAICHI ANDO 18 Dec 2022	DAICHI ANDO 18 Dec 2022	0
Bayesian with Coin Toss example and noisy observation with Gaussian	SYED RIAZ RAZA 19 Dec 2022	SYED RIAZ RAZA 19 Dec 2022	0
bias and variance	DAICHI ANDO 28 Nov 2022	DAICHI ANDO 28 Nov 2022	0
Bias and Variance evaluation in a controlled regression task	FILIPPO FANTINATO 30 Nov 2022	FILIPPO FANTINATO 30 Nov 2022	0
Bias and Variance tradeoff	SEPASEH HAKIMINEJAD 19 Dec 2022	SEPASEH HAKIMINEJAD 19 Dec 2022	0
binary classification / multi-class classification / regression	DAICHI ANDO 28 Oct 2022	DAICHI ANDO 28 Oct 2022	0
Boolean formulas with ID3	Matteo Gioele Collu 18 Oct 2022	Matteo Gioele Collu 18 Oct 2022	0
Boston houses price prediction using Ridge Regression	MARCO ANDREA LIMONGELLI 13 Nov 2022	MARCO ANDREA LIMONGELLI 13 Nov 2022	0
Build a decision tree "by hand"	STEFANO SORGENTE 31 Oct 2022	STEFANO SORGENTE 31 Oct 2022	0
Classification on Digit Dataset	MARCO ANDREA LIMONGELLI 10 Jan 2023	MARCO ANDREA LIMONGELLI 10 Jan 2023	0
Classification on Wine Dataset	MUHAMMAD TABISH 23 Jan 2023	MUHAMMAD TABISH 23 Jan 2023	0
Classifiers comparison	SARA FEIZYAB 31 Dec 2022	SARA FEIZYAB 31 Dec 2022	0
Clustering	SARA FEIZYAB 31 Dec 2022	SARA FEIZYAB 31 Dec 2022	0
Clustering	MARIJA NENADIĆ 10 Jan 2023	MARIJA NENADIĆ 10 Jan 2023	0
Clustering (DBSCAN- Mean Shift- GMM)	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	0
Clustering (K-means)	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	0
Clustering and PCA	AMIR SADEGHI 28 Dec 2022	AMIR SADEGHI 28 Dec 2022	0
Clustering on local manifold of autoencoded embedding	LUCA ZANINOTTO 11 Jan 2023	LUCA ZANINOTTO 11 Jan 2023	0
CNN (LeNet model) on MNIST dataset	MARCO ANDREA LIMONGELLI 11 Jan 2023	MARCO ANDREA LIMONGELLI 11 Jan 2023	0
CNN on CIFAR dataset	FILIPPO FANTINATO 1 Dec 2022	FILIPPO FANTINATO 1 Dec 2022	0
CNN on CIFAR dataset	RICCARDO CAPPI 11 Jan 2023	RICCARDO CAPPI 11 Jan 2023	0
CNN on CIFAR10	MOHAMMAD HOSSEINIPOUR 29 Nov 2022	MOHAMMAD HOSSEINIPOUR 29 Nov 2022	0
Comments on Hoeffding inequality	JUAN BAEZA RUIZ-HENESTROSA 11 Jan 2023	JUAN BAEZA RUIZ-HENESTROSA 11 Jan 2023	0
Complementary material for lecture 4	ANDREA FAVERO 17 Oct 2022	ANDREA FAVERO 17 Oct 2022	0
Create a Decision Tree with ID3: exercise on paper	DANIELE TRENTIN 31 Oct 2022	DANIELE TRENTIN 31 Oct 2022	0
Creating DT for Implication (3 attributes)	MARVIN JOHANNES HEIDINGER 17 Oct 2022	MARVIN JOHANNES HEIDINGER 17 Oct 2022	0
Customer segmentation model using k-means and hieralchical clustering	JUAN BAEZA RUIZ-HENESTROSA 8 Jan 2023	JUAN BAEZA RUIZ-HENESTROSA 8 Jan 2023	0
Data Preprocessing (Titanic Dataset)	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	0
DBSCAN: a density-based unsupervised clustering algorithm	LORENZO D'ANTONI 3 Jan 2023	LORENZO D'ANTONI 3 Jan 2023	0
December activities	DAMIANO MASON 29 Dec 2022	DAMIANO MASON 29 Dec 2022	0
December lectures activities	DAVIDE ZANARINI 29 Dec 2022	DAVIDE ZANARINI 29 Dec 2022	0
Decision tree	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
Decision Tree & KNN	AMIR SADEGHI 24 Oct 2022	AMIR SADEGHI 24 Oct 2022	0
Decision Tree Example (sklearn)	JACOB ALEXANDER K GERNAY 24 Oct 2022	JACOB ALEXANDER K GERNAY 24 Oct 2022	0
Decision Tree exercise by Python	STEFANO SORGENTE 31 Oct 2022	STEFANO SORGENTE 31 Oct 2022	0
Decision tree implementation [Doubt]	CELIA DIAZ FERNANDEZ 24 Nov 2022	DAVIDE VEZZARO 20 Dec 2022	1
Decision Tree on Car Evaluation dataset	MARCO ANDREA LIMONGELLI 22 Nov 2022	MARCO ANDREA LIMONGELLI 22 Nov 2022	0
Decision Trees and Random Forests for Housing Prices Prediction	SOLMAZ MOHAMMADI 17 Dec 2022	SOLMAZ MOHAMMADI 17 Dec 2022	0
Decison Tree for a Boolean Formula	MARCO ANDREA LIMONGELLI 24 Oct 2022	MARCO ANDREA LIMONGELLI 24 Oct 2022	0
Deduction of the formula Bias, Variance and Square Error	JUAN BAEZA RUIZ-HENESTROSA 28 Nov 2022	JUAN BAEZA RUIZ-HENESTROSA 28 Nov 2022	0
Deep Convolutional Generative Adversarial Networks application on MNIST data	SOLMAZ MOHAMMADI 13 Jan 2023	SOLMAZ MOHAMMADI 13 Jan 2023	0
Derivation of Backprop (multi layer)	SARA FEIZYAB 29 Nov 2022	SARA FEIZYAB 29 Nov 2022	0
Derivation of backpropagation for multiple hidden layers	FILIPPO FANTINATO 11 Nov 2022	FILIPPO FANTINATO 11 Nov 2022	0
Derivation of backpropagation with more than one layer	Matteo Gioele Collu 22 Nov 2022	Matteo Gioele Collu 22 Nov 2022	0
Derivation of the sigmoid function: σ′(y) = σ(y)(1 − σ(y))	AVA LOUISE FINNEGAN 29 Oct 2022	AVA LOUISE FINNEGAN 29 Oct 2022	0
Digit classification CNN	MARTA GREGGIO 12 Jan 2023	MARTA GREGGIO 12 Jan 2023	0
DT for boolean formulas (ID3) + VC dimension	LORENZO D'ANTONI 23 Oct 2022	LORENZO D'ANTONI 23 Oct 2022	0
DT for Boolean Formulas (Logic Gates)	SOLMAZ MOHAMMADI 21 Oct 2022	SOLMAZ MOHAMMADI 21 Oct 2022	0
DT ID3 for AND, OR, XOR	FILIPPO FANTINATO 24 Oct 2022	FILIPPO FANTINATO 24 Oct 2022	0
DTs	SHAKIBA FARJOOD FASHALAMI 4 Jan 2023	SHAKIBA FARJOOD FASHALAMI 4 Jan 2023	0
Effect of preprocessing data in classification accuracy	JUAN BAEZA RUIZ-HENESTROSA 27 Nov 2022	JUAN BAEZA RUIZ-HENESTROSA 27 Nov 2022	0
effect of using PCA improperly	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	0
Ensemble	DAICHI ANDO 17 Dec 2022	DAICHI ANDO 17 Dec 2022	0
Ensemble classifiers	FILIPPO FANTINATO 28 Dec 2022	FILIPPO FANTINATO 28 Dec 2022	0
Ensemble Learning	CECILIA FIGUERAS TELLEZ 12 Jan 2023	CECILIA FIGUERAS TELLEZ 12 Jan 2023	0
Exercise - Lec4 "VC-Dimension of other hypothesis spaces"	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
Exercise lecture 12 - Encoding range-type variables	JUAN BAEZA RUIZ-HENESTROSA 21 Nov 2022	JUAN BAEZA RUIZ-HENESTROSA 21 Nov 2022	0
Feature reduction PCA on IRIS - lez 14 es 1	MARTA GREGGIO 28 Dec 2022	MARTA GREGGIO 28 Dec 2022	0
Feature Selection Methods	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	SHAKIBA FARJOOD FASHALAMI 30 Dec 2022	0
Gradient boosting	MUTAHIR YASEEN 17 Jan 2023	MUTAHIR YASEEN 17 Jan 2023	0
Hierarchical Clustering on IRIS Dataset	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	0
Hyperbolic Tangent	MUTAHIR YASEEN 17 Jan 2023	MUTAHIR YASEEN 17 Jan 2023	0
Hypothesis spaces	FILIPPO FANTINATO 24 Oct 2022	FILIPPO FANTINATO 24 Oct 2022	0
Implementation of Decision Tree using scikit	SYED RIAZ RAZA 11 Jan 2023	SYED RIAZ RAZA 11 Jan 2023	0
Implementation of function XOR using Peceptron-based networks	JUAN BAEZA RUIZ-HENESTROSA 24 Oct 2022	JUAN BAEZA RUIZ-HENESTROSA 24 Oct 2022	0
Implementation of NN and lecture 9 autoencoder	Matteo Gioele Collu 22 Nov 2022	Matteo Gioele Collu 22 Nov 2022	0
Implementation of Perceptron for NOT Logic function	MOONES MOBARAKI 24 Oct 2022	MOONES MOBARAKI 24 Oct 2022	0
Implementation of SVM on Breast Cancer dataset	SYED RIAZ RAZA 14 Jan 2023	SYED RIAZ RAZA 14 Jan 2023	0
Implementation of the Perceptron Algorithm	AVA LOUISE FINNEGAN 29 Oct 2022	AVA LOUISE FINNEGAN 29 Oct 2022	0
Implementing a CNN on MNIST digit classification **	SYED RIAZ RAZA 15 Jan 2023	SYED RIAZ RAZA 15 Jan 2023	0
Implementing Naive Bayes	SARA FEIZYAB 26 Dec 2022	SARA FEIZYAB 26 Dec 2022	0
K-means on worms dataset	FILIPPO FANTINATO 28 Dec 2022	FILIPPO FANTINATO 28 Dec 2022	0
k-means with kernels	LORENZO D'ANTONI 16 Dec 2022	LORENZO D'ANTONI 16 Dec 2022	0
K-NN Rating Recommendation User Based	NICOLÒ PREDENZ 28 Dec 2022	NICOLÒ PREDENZ 28 Dec 2022	0
Kernel k-means	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
Kernels and SVM	MOONES MOBARAKI 27 Nov 2022	MOONES MOBARAKI 27 Nov 2022	0
Kmeans Clustring on Mopsi Datset from Les18	SYED RIAZ RAZA 11 Jan 2023	SYED RIAZ RAZA 11 Jan 2023	0
Kmeans on Banknote Dataset	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	0
KNN on MovieLens dataset	FILIPPO FANTINATO 28 Dec 2022	FILIPPO FANTINATO 28 Dec 2022	0
k_nearest_neighbor	DAICHI ANDO 29 Oct 2022	DAICHI ANDO 29 Oct 2022	0
L03 - Hypothesis Space	CRISTIANO PANIGHEL 25 Oct 2022	CRISTIANO PANIGHEL 25 Oct 2022	0
L03 - Ridge regression	CRISTIANO PANIGHEL 31 Oct 2022	CRISTIANO PANIGHEL 31 Oct 2022	0
L04 - VCDimesion	CRISTIANO PANIGHEL 25 Oct 2022	CRISTIANO PANIGHEL 25 Oct 2022	0

XNOR

MUTAHIR YASEEN

18 Jan 2023

MUTAHIR YASEEN

18 Jan 2023

0

1-layer NN in python with gradient descent

Matteo Gioele Collu

30 Oct 2022

Matteo Gioele Collu

30 Oct 2022

0

18. Clustering

CECILIA FIGUERAS TELLEZ

13 Jan 2023

CECILIA FIGUERAS TELLEZ

13 Jan 2023

0

A complete Neural Network

SYED RIAZ RAZA

31 Dec 2022

SYED RIAZ RAZA

31 Dec 2022

0

Activities

TAMAR MORIN

22 Nov 2022

TAMAR MORIN

22 Nov 2022

0

Activity for class 4 - Find VC dimension

MARIJA NENADIĆ

15 Oct 2022

MARIJA NENADIĆ

15 Oct 2022

0

Activity lecture 5

JANARDHAN JAYACHANDRA KAMMATH

29 Oct 2022

JANARDHAN JAYACHANDRA KAMMATH

29 Oct 2022

0

Analysis of movieLens dataset

JUAN BAEZA RUIZ-HENESTROSA

9 Jan 2023

JUAN BAEZA RUIZ-HENESTROSA

9 Jan 2023

0

Analysis of sparsity and distribution of ratings on MovieLens dataset

FILIPPO FANTINATO

28 Dec 2022

FILIPPO FANTINATO

28 Dec 2022

0

Anomaly Detection

MOONES MOBARAKI

6 Jan 2023

MOONES MOBARAKI

6 Jan 2023

0

Autoencoder on MNIST dataset

MOHAMMAD HOSSEINIPOUR

28 Nov 2022

MOHAMMAD HOSSEINIPOUR

28 Nov 2022

0

Autoencoder on MNIST dataset

MOONES MOBARAKI

8 Dec 2022

MOONES MOBARAKI

8 Dec 2022

0

Autoencoders on the MNIST dataset

FILIPPO FANTINATO

30 Nov 2022

FILIPPO FANTINATO

30 Nov 2022

0

Backprop algorithm with a hidden layer

SARA FEIZYAB

25 Nov 2022

SARA FEIZYAB

25 Nov 2022

0

Bagging Classifier

CELIA DIAZ FERNANDEZ

15 Dec 2022

CELIA DIAZ FERNANDEZ

15 Dec 2022

0

Bagging Classifier on Iris dataset

MARCO ANDREA LIMONGELLI

15 Dec 2022

MARCO ANDREA LIMONGELLI

15 Dec 2022

0

Bagging practice

DAICHI ANDO

18 Dec 2022

DAICHI ANDO

18 Dec 2022

0

Bayesian with Coin Toss example and noisy observation with Gaussian

SYED RIAZ RAZA

19 Dec 2022

SYED RIAZ RAZA

19 Dec 2022

0

bias and variance

DAICHI ANDO

28 Nov 2022

DAICHI ANDO

28 Nov 2022

0

Bias and Variance evaluation in a controlled regression task

FILIPPO FANTINATO

30 Nov 2022

FILIPPO FANTINATO

30 Nov 2022

0

Bias and Variance tradeoff

SEPASEH HAKIMINEJAD

19 Dec 2022

SEPASEH HAKIMINEJAD

19 Dec 2022

0

binary classification / multi-class classification / regression

DAICHI ANDO

28 Oct 2022

DAICHI ANDO

28 Oct 2022

0

Boolean formulas with ID3

Matteo Gioele Collu

18 Oct 2022

Matteo Gioele Collu

18 Oct 2022

0

Boston houses price prediction using Ridge Regression

MARCO ANDREA LIMONGELLI

13 Nov 2022

MARCO ANDREA LIMONGELLI

13 Nov 2022

0

Build a decision tree "by hand"

STEFANO SORGENTE

31 Oct 2022

STEFANO SORGENTE

31 Oct 2022

0

Classification on Digit Dataset

MARCO ANDREA LIMONGELLI

10 Jan 2023

MARCO ANDREA LIMONGELLI

10 Jan 2023

0

Classification on Wine Dataset

MUHAMMAD TABISH

23 Jan 2023

MUHAMMAD TABISH

23 Jan 2023

0

Classifiers comparison

SARA FEIZYAB

31 Dec 2022

SARA FEIZYAB

31 Dec 2022

0

Clustering

SARA FEIZYAB

31 Dec 2022

SARA FEIZYAB

31 Dec 2022

0

Clustering

MARIJA NENADIĆ

10 Jan 2023

MARIJA NENADIĆ

10 Jan 2023

0

Clustering (DBSCAN- Mean Shift- GMM)

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

0

Clustering (K-means)

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

0

Clustering and PCA

AMIR SADEGHI

28 Dec 2022

AMIR SADEGHI

28 Dec 2022

0

Clustering on local manifold of autoencoded embedding

LUCA ZANINOTTO

11 Jan 2023

LUCA ZANINOTTO

11 Jan 2023

0

CNN (LeNet model) on MNIST dataset

MARCO ANDREA LIMONGELLI

11 Jan 2023

MARCO ANDREA LIMONGELLI

11 Jan 2023

0

CNN on CIFAR dataset

FILIPPO FANTINATO

1 Dec 2022

FILIPPO FANTINATO

1 Dec 2022

0

CNN on CIFAR dataset

RICCARDO CAPPI

11 Jan 2023

RICCARDO CAPPI

11 Jan 2023

0

CNN on CIFAR10

MOHAMMAD HOSSEINIPOUR

29 Nov 2022

MOHAMMAD HOSSEINIPOUR

29 Nov 2022

0

Comments on Hoeffding inequality

JUAN BAEZA RUIZ-HENESTROSA

11 Jan 2023

JUAN BAEZA RUIZ-HENESTROSA

11 Jan 2023

0

Complementary material for lecture 4

ANDREA FAVERO

17 Oct 2022

ANDREA FAVERO

17 Oct 2022

0

Create a Decision Tree with ID3: exercise on paper

DANIELE TRENTIN

31 Oct 2022

DANIELE TRENTIN

31 Oct 2022

0

Creating DT for Implication (3 attributes)

MARVIN JOHANNES HEIDINGER

17 Oct 2022

MARVIN JOHANNES HEIDINGER

17 Oct 2022

0

Customer segmentation model using k-means and hieralchical clustering

JUAN BAEZA RUIZ-HENESTROSA

8 Jan 2023

JUAN BAEZA RUIZ-HENESTROSA

8 Jan 2023

0

Data Preprocessing (Titanic Dataset)

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

0

DBSCAN: a density-based unsupervised clustering algorithm

LORENZO D'ANTONI

3 Jan 2023

LORENZO D'ANTONI

3 Jan 2023

0

December activities

DAMIANO MASON

29 Dec 2022

DAMIANO MASON

29 Dec 2022

0

December lectures activities

DAVIDE ZANARINI

29 Dec 2022

DAVIDE ZANARINI

29 Dec 2022

0

Decision tree

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

Decision Tree & KNN

AMIR SADEGHI

24 Oct 2022

AMIR SADEGHI

24 Oct 2022

0

Decision Tree Example (sklearn)

JACOB ALEXANDER K GERNAY

24 Oct 2022

JACOB ALEXANDER K GERNAY

24 Oct 2022

0

Decision Tree exercise by Python

STEFANO SORGENTE

31 Oct 2022

STEFANO SORGENTE

31 Oct 2022

0

Decision tree implementation [Doubt]

CELIA DIAZ FERNANDEZ

24 Nov 2022

DAVIDE VEZZARO

20 Dec 2022

1

Decision Tree on Car Evaluation dataset

MARCO ANDREA LIMONGELLI

22 Nov 2022

MARCO ANDREA LIMONGELLI

22 Nov 2022

0

Decision Trees and Random Forests for Housing Prices Prediction

SOLMAZ MOHAMMADI

17 Dec 2022

SOLMAZ MOHAMMADI

17 Dec 2022

0

Decison Tree for a Boolean Formula

MARCO ANDREA LIMONGELLI

24 Oct 2022

MARCO ANDREA LIMONGELLI

24 Oct 2022

0

Deduction of the formula Bias, Variance and Square Error

JUAN BAEZA RUIZ-HENESTROSA

28 Nov 2022

JUAN BAEZA RUIZ-HENESTROSA

28 Nov 2022

0

Deep Convolutional Generative Adversarial Networks application on MNIST data

SOLMAZ MOHAMMADI

13 Jan 2023

SOLMAZ MOHAMMADI

13 Jan 2023

0

Derivation of Backprop (multi layer)

SARA FEIZYAB

29 Nov 2022

SARA FEIZYAB

29 Nov 2022

0

Derivation of backpropagation for multiple hidden layers

FILIPPO FANTINATO

11 Nov 2022

FILIPPO FANTINATO

11 Nov 2022

0

Derivation of backpropagation with more than one layer

Matteo Gioele Collu

22 Nov 2022

Matteo Gioele Collu

22 Nov 2022

0

Derivation of the sigmoid function: σ′(y) = σ(y)(1 − σ(y))

AVA LOUISE FINNEGAN

29 Oct 2022

AVA LOUISE FINNEGAN

29 Oct 2022

0

Digit classification CNN

MARTA GREGGIO

12 Jan 2023

MARTA GREGGIO

12 Jan 2023

0

DT for boolean formulas (ID3) + VC dimension

LORENZO D'ANTONI

23 Oct 2022

LORENZO D'ANTONI

23 Oct 2022

0

DT for Boolean Formulas (Logic Gates)

SOLMAZ MOHAMMADI

21 Oct 2022

SOLMAZ MOHAMMADI

21 Oct 2022

0

DT ID3 for AND, OR, XOR

FILIPPO FANTINATO

24 Oct 2022

FILIPPO FANTINATO

24 Oct 2022

0

DTs

SHAKIBA FARJOOD FASHALAMI

4 Jan 2023

SHAKIBA FARJOOD FASHALAMI

4 Jan 2023

0

Effect of preprocessing data in classification accuracy

JUAN BAEZA RUIZ-HENESTROSA

27 Nov 2022

JUAN BAEZA RUIZ-HENESTROSA

27 Nov 2022

0

effect of using PCA improperly

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

0

Ensemble

DAICHI ANDO

17 Dec 2022

DAICHI ANDO

17 Dec 2022

0

Ensemble classifiers

FILIPPO FANTINATO

28 Dec 2022

FILIPPO FANTINATO

28 Dec 2022

0

Ensemble Learning

CECILIA FIGUERAS TELLEZ

12 Jan 2023

CECILIA FIGUERAS TELLEZ

12 Jan 2023

0

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

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

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

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

Exercise lecture 12 - Encoding range-type variables

JUAN BAEZA RUIZ-HENESTROSA

21 Nov 2022

JUAN BAEZA RUIZ-HENESTROSA

21 Nov 2022

0

Feature reduction PCA on IRIS - lez 14 es 1

MARTA GREGGIO

28 Dec 2022

MARTA GREGGIO

28 Dec 2022

0

Feature Selection Methods

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

SHAKIBA FARJOOD FASHALAMI

30 Dec 2022

0

Gradient boosting

MUTAHIR YASEEN

17 Jan 2023

MUTAHIR YASEEN

17 Jan 2023

0

Hierarchical Clustering on IRIS Dataset

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

0

Hyperbolic Tangent

MUTAHIR YASEEN

17 Jan 2023

MUTAHIR YASEEN

17 Jan 2023

0

Hypothesis spaces

FILIPPO FANTINATO

24 Oct 2022

FILIPPO FANTINATO

24 Oct 2022

0

Implementation of Decision Tree using scikit

SYED RIAZ RAZA

11 Jan 2023

SYED RIAZ RAZA

11 Jan 2023

0

Implementation of function XOR using Peceptron-based networks

JUAN BAEZA RUIZ-HENESTROSA

24 Oct 2022

JUAN BAEZA RUIZ-HENESTROSA

24 Oct 2022

0

Implementation of NN and lecture 9 autoencoder

Matteo Gioele Collu

22 Nov 2022

Matteo Gioele Collu

22 Nov 2022

0

Implementation of Perceptron for NOT Logic function

MOONES MOBARAKI

24 Oct 2022

MOONES MOBARAKI

24 Oct 2022

0

Implementation of SVM on Breast Cancer dataset

SYED RIAZ RAZA

14 Jan 2023

SYED RIAZ RAZA

14 Jan 2023

0

Implementation of the Perceptron Algorithm

AVA LOUISE FINNEGAN

29 Oct 2022

AVA LOUISE FINNEGAN

29 Oct 2022

0

Implementing a CNN on MNIST digit classification **

SYED RIAZ RAZA

15 Jan 2023

SYED RIAZ RAZA

15 Jan 2023

0

Implementing Naive Bayes

SARA FEIZYAB

26 Dec 2022

SARA FEIZYAB

26 Dec 2022

0

K-means on worms dataset

FILIPPO FANTINATO

28 Dec 2022

FILIPPO FANTINATO

28 Dec 2022

0

k-means with kernels

LORENZO D'ANTONI

16 Dec 2022

LORENZO D'ANTONI

16 Dec 2022

0

K-NN Rating Recommendation User Based

NICOLÒ PREDENZ

28 Dec 2022

NICOLÒ PREDENZ

28 Dec 2022

0

Kernel k-means

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

Kernels and SVM

MOONES MOBARAKI

27 Nov 2022

MOONES MOBARAKI

27 Nov 2022

0

Kmeans Clustring on Mopsi Datset from Les18

SYED RIAZ RAZA

11 Jan 2023

SYED RIAZ RAZA

11 Jan 2023

0

Kmeans on Banknote Dataset

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

0

KNN on MovieLens dataset

FILIPPO FANTINATO

28 Dec 2022

FILIPPO FANTINATO

28 Dec 2022

0

k_nearest_neighbor

DAICHI ANDO

29 Oct 2022

DAICHI ANDO

29 Oct 2022

0

L03 - Hypothesis Space

CRISTIANO PANIGHEL

25 Oct 2022

CRISTIANO PANIGHEL

25 Oct 2022

0

L03 - Ridge regression

CRISTIANO PANIGHEL

31 Oct 2022

CRISTIANO PANIGHEL

31 Oct 2022

0

L04 - VCDimesion

CRISTIANO PANIGHEL

25 Oct 2022

CRISTIANO PANIGHEL

25 Oct 2022

0