Discussion Forum & Activities

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Discussione	Iniziato da	Ultimo intervento	Repliche
Practiced SVM Implementation with cross validation	MUTAHIR YASEEN 15 gen 2023	MUTAHIR YASEEN 15 gen 2023	0
Classification on Wine Dataset	MUHAMMAD TABISH 23 gen 2023	MUHAMMAD TABISH 23 gen 2023	0
Neural Networks for Classification, and Clustering	MUHAMMAD TABISH 22 gen 2023	MUHAMMAD TABISH 22 gen 2023	0
Support Vector Machine	MUHAMMAD TABISH 21 gen 2023	MUHAMMAD TABISH 21 gen 2023	0
Learning rate	MOONES MOBARAKI 14 gen 2023	MOONES MOBARAKI 14 gen 2023	0
Anomaly Detection	MOONES MOBARAKI 6 gen 2023	MOONES MOBARAKI 6 gen 2023	0
Pearson Correlation	MOONES MOBARAKI 25 dic 2022	MOONES MOBARAKI 25 dic 2022	0
Lecture 17 _ Bagging	MOONES MOBARAKI 11 dic 2022	MOONES MOBARAKI 11 dic 2022	0
Autoencoder on MNIST dataset	MOONES MOBARAKI 8 dic 2022	MOONES MOBARAKI 8 dic 2022	0
PCA on Iris dataset	MOONES MOBARAKI 6 dic 2022	MOONES MOBARAKI 6 dic 2022	0
Perceptron	MOONES MOBARAKI 3 dic 2022	MOONES MOBARAKI 3 dic 2022	0
Linear Regression model and working with data on TITANIK dataset	MOONES MOBARAKI 30 nov 2022	MOONES MOBARAKI 30 nov 2022	0
Kernels and SVM	MOONES MOBARAKI 27 nov 2022	MOONES MOBARAKI 27 nov 2022	0
Self-Organizing Map with Code	MOONES MOBARAKI 26 nov 2022	MOONES MOBARAKI 26 nov 2022	0
VC-Dimension of Perceptron	MOONES MOBARAKI 7 nov 2022	MOONES MOBARAKI 7 nov 2022	0
Logical Operations and Perceptron Implementation (Complete version of pervious code)	MOONES MOBARAKI 31 ott 2022	MOONES MOBARAKI 31 ott 2022	0
Lecture 8 prove the derivation	MOONES MOBARAKI 26 ott 2022	MOONES MOBARAKI 26 ott 2022	0
Implementation of Perceptron for NOT Logic function	MOONES MOBARAKI 24 ott 2022	MOONES MOBARAKI 24 ott 2022	0
Lecture 4	MOONES MOBARAKI 23 ott 2022	MOONES MOBARAKI 23 ott 2022	0
Lecture 3 _ Part 1	MOONES MOBARAKI 23 ott 2022	MOONES MOBARAKI 23 ott 2022	0
Proof variance of uniform distribution is Var(x) = (b - a)^2 / 12	MOONES MOBARAKI 5 ott 2022	MARVIN JOHANNES HEIDINGER 10 ott 2022	1
Lec9 Exercise	MOHAMMADREZA REZAEI FEYZABADY 11 nov 2022	MOHAMMADREZA REZAEI FEYZABADY 11 nov 2022	0
Lec8-Excersies	MOHAMMADREZA REZAEI FEYZABADY 1 nov 2022	MOHAMMADREZA REZAEI FEYZABADY 1 nov 2022	0
Lec7- Exercises	MOHAMMADREZA REZAEI FEYZABADY 1 nov 2022	MOHAMMADREZA REZAEI FEYZABADY 1 nov 2022	0
Lec4: VC-dimension	MOHAMMADREZA REZAEI FEYZABADY 14 ott 2022	MOHAMMADREZA REZAEI FEYZABADY 14 ott 2022	0
Lec3: Ridge regression and hypothesis spaces	MOHAMMADREZA REZAEI FEYZABADY 14 ott 2022	MOHAMMADREZA REZAEI FEYZABADY 14 ott 2022	0
lecture7(perceptron)	MOHAMMADKAZEM RAJABI 26 ott 2022	MOHAMMADKAZEM RAJABI 26 ott 2022	0
ridge regression	MOHAMMADKAZEM RAJABI 24 ott 2022	MOHAMMADKAZEM RAJABI 24 ott 2022	0
lectutre7	MOHAMMADKAZEM RAJABI 24 ott 2022	MOHAMMADKAZEM RAJABI 24 ott 2022	0
effect of using PCA improperly	MOHAMMAD HOSSEINIPOUR 30 dic 2022	MOHAMMAD HOSSEINIPOUR 30 dic 2022	0
Hierarchical Clustering on IRIS Dataset	MOHAMMAD HOSSEINIPOUR 30 dic 2022	MOHAMMAD HOSSEINIPOUR 30 dic 2022	0
RandomForest on Diabetes Dataset	MOHAMMAD HOSSEINIPOUR 30 dic 2022	MOHAMMAD HOSSEINIPOUR 30 dic 2022	0
Kmeans on Banknote Dataset	MOHAMMAD HOSSEINIPOUR 30 dic 2022	MOHAMMAD HOSSEINIPOUR 30 dic 2022	0
lecture8- sigmoid derivative	MOHAMMAD HOSSEINIPOUR 30 nov 2022	MOHAMMAD HOSSEINIPOUR 30 nov 2022	0
lecture12_ranged variables preprocessing	MOHAMMAD HOSSEINIPOUR 30 nov 2022	MOHAMMAD HOSSEINIPOUR 30 nov 2022	0
CNN on CIFAR10	MOHAMMAD HOSSEINIPOUR 29 nov 2022	MOHAMMAD HOSSEINIPOUR 29 nov 2022	0
Autoencoder on MNIST dataset	MOHAMMAD HOSSEINIPOUR 28 nov 2022	MOHAMMAD HOSSEINIPOUR 28 nov 2022	0
PCA on IRIS	MOHAMMAD HOSSEINIPOUR 28 nov 2022	MOHAMMAD HOSSEINIPOUR 28 nov 2022	0
lecture7, effect of W0	MOHAMMAD HOSSEINIPOUR 26 ott 2022	MOHAMMAD HOSSEINIPOUR 26 ott 2022	0
Lecture 07, perceptron based multi_layer networks with hard thresholds	MOHAMMAD HOSSEINIPOUR 26 ott 2022	MOHAMMAD HOSSEINIPOUR 26 ott 2022	0
lecture 07, NOT perceptron	MOHAMMAD HOSSEINIPOUR 26 ott 2022	MOHAMMAD HOSSEINIPOUR 26 ott 2022	0
Ridge Regression	MOHAMMAD HOSSEINIPOUR 17 ott 2022	MOHAMMAD HOSSEINIPOUR 17 ott 2022	0
Lecture 4, Exercise	MOHAMMAD HOSSEINIPOUR 16 ott 2022	MOHAMMAD HOSSEINIPOUR 23 ott 2022	1
Stacking classifier in breast cancer dataset	MATTEO GIOELE COLLU 20 dic 2022	MATTEO GIOELE COLLU 20 dic 2022	0
PCA in Iris dataset	MATTEO GIOELE COLLU 16 dic 2022	MATTEO GIOELE COLLU 16 dic 2022	0
Preprocessing of the titanic dataset	MATTEO GIOELE COLLU 24 nov 2022	MATTEO GIOELE COLLU 24 nov 2022	0
Range-type variables encoding	MATTEO GIOELE COLLU 23 nov 2022	MATTEO GIOELE COLLU 23 nov 2022	0
Derivation of backpropagation with more than one layer	MATTEO GIOELE COLLU 22 nov 2022	MATTEO GIOELE COLLU 22 nov 2022	0
Implementation of NN and lecture 9 autoencoder	MATTEO GIOELE COLLU 22 nov 2022	MATTEO GIOELE COLLU 22 nov 2022	0
1-layer NN in python with gradient descent	MATTEO GIOELE COLLU 30 ott 2022	MATTEO GIOELE COLLU 30 ott 2022	0
Sigmoid derivative	MATTEO GIOELE COLLU 26 ott 2022	MATTEO GIOELE COLLU 26 ott 2022	0
Boolean formulas with ID3	MATTEO GIOELE COLLU 18 ott 2022	MATTEO GIOELE COLLU 18 ott 2022	0
VC dimension of intervals in R	MATTEO GIOELE COLLU 12 ott 2022	MATTEO GIOELE COLLU 12 ott 2022	0
Testing the K-Means Algortihm on the A1 Dataset	MARVIN JOHANNES HEIDINGER 31 dic 2022	MARVIN JOHANNES HEIDINGER 12 gen 2023	2
Lecture 16 Naive Bayes	MARVIN JOHANNES HEIDINGER 31 dic 2022	MARVIN JOHANNES HEIDINGER 12 gen 2023	2
Lecture 7: Implementation of A and not B	MARVIN JOHANNES HEIDINGER 29 nov 2022	MARVIN JOHANNES HEIDINGER 29 nov 2022	0
Lecture 9: Identity Network	MARVIN JOHANNES HEIDINGER 28 nov 2022	MARVIN JOHANNES HEIDINGER 28 nov 2022	0
Proof for sigmoid differential equation	MARVIN JOHANNES HEIDINGER 29 ott 2022	MARVIN JOHANNES HEIDINGER 29 ott 2022	0
Creating DT for Implication (3 attributes)	MARVIN JOHANNES HEIDINGER 17 ott 2022	MARVIN JOHANNES HEIDINGER 17 ott 2022	0
Digit classification CNN	MARTA GREGGIO 12 gen 2023	MARTA GREGGIO 12 gen 2023	0
Kernel k-means	MARTA GREGGIO 4 gen 2023	MARTA GREGGIO 4 gen 2023	0
lec 18 - Clustering	MARTA GREGGIO 4 gen 2023	MARTA GREGGIO 4 gen 2023	0
lec 20 - knn on movielens	MARTA GREGGIO 4 gen 2023	MARTA GREGGIO 4 gen 2023	0
Naive Bayes for textual documents	MARTA GREGGIO 4 gen 2023	MARTA GREGGIO 4 gen 2023	0
Decision tree	MARTA GREGGIO 4 gen 2023	MARTA GREGGIO 4 gen 2023	0
Lez 17 - Ensemble methods on MNIST dataset	MARTA GREGGIO 28 dic 2022	MARTA GREGGIO 28 dic 2022	0
Feature reduction PCA on IRIS - lez 14 es 1	MARTA GREGGIO 28 dic 2022	MARTA GREGGIO 28 dic 2022	0
Clustering	MARIJA NENADIĆ 10 gen 2023	MARIJA NENADIĆ 10 gen 2023	0
Lecture 14	MARIJA NENADIĆ 10 gen 2023	MARIJA NENADIĆ 10 gen 2023	0
Lecture 12 - Titanic KNN	MARIJA NENADIĆ 20 nov 2022	MARIJA NENADIĆ 20 nov 2022	0
Lecture 8 - exercise	MARIJA NENADIĆ 1 nov 2022	MARIJA NENADIĆ 1 nov 2022	0
Lecture 5	MARIJA NENADIĆ 23 ott 2022	MARIJA NENADIĆ 23 ott 2022	0
Activity for class 4 - Find VC dimension	MARIJA NENADIĆ 15 ott 2022	MARIJA NENADIĆ 15 ott 2022	0
CNN (LeNet model) on MNIST dataset	MARCO ANDREA LIMONGELLI 11 gen 2023	MARCO ANDREA LIMONGELLI 11 gen 2023	0
Classification on Digit Dataset	MARCO ANDREA LIMONGELLI 10 gen 2023	MARCO ANDREA LIMONGELLI 10 gen 2023	0
Stacking Classifier on Breast Cancer dataset	MARCO ANDREA LIMONGELLI 16 dic 2022	MARCO ANDREA LIMONGELLI 16 dic 2022	0
Bagging Classifier on Iris dataset	MARCO ANDREA LIMONGELLI 15 dic 2022	MARCO ANDREA LIMONGELLI 15 dic 2022	0
Model Selection on Wine Dataset	MARCO ANDREA LIMONGELLI 1 dic 2022	MARCO ANDREA LIMONGELLI 1 dic 2022	0
Decision Tree on Car Evaluation dataset	MARCO ANDREA LIMONGELLI 22 nov 2022	MARCO ANDREA LIMONGELLI 22 nov 2022	0
Boston houses price prediction using Ridge Regression	MARCO ANDREA LIMONGELLI 13 nov 2022	MARCO ANDREA LIMONGELLI 13 nov 2022	0
Python implementation of percepetrons to calculate some boolean functions	MARCO ANDREA LIMONGELLI 5 nov 2022	MARCO ANDREA LIMONGELLI 5 nov 2022	0
Perceptron for NOT operator	MARCO ANDREA LIMONGELLI 26 ott 2022	MARCO ANDREA LIMONGELLI 26 ott 2022	0
Decison Tree for a Boolean Formula	MARCO ANDREA LIMONGELLI 24 ott 2022	MARCO ANDREA LIMONGELLI 24 ott 2022	0
Lecture 18/Ensemble learning	MAHSHAD GOLAFSHAN 15 gen 2023	MAHSHAD GOLAFSHAN 15 gen 2023	0
lecture 20	MAHSHAD GOLAFSHAN 5 gen 2023	MAHSHAD GOLAFSHAN 5 gen 2023	0
lecture 18	MAHSHAD GOLAFSHAN 21 dic 2022	MAHSHAD GOLAFSHAN 21 dic 2022	0
Lecture 12	MAHSHAD GOLAFSHAN 28 nov 2022	MAHSHAD GOLAFSHAN 28 nov 2022	0
Lecture 10/11, SVM VS NN	MAHSHAD GOLAFSHAN 28 nov 2022	MAHSHAD GOLAFSHAN 28 nov 2022	0
Lecture 9	MAHSHAD GOLAFSHAN 28 nov 2022	MAHSHAD GOLAFSHAN 28 nov 2022	0
Lecture 8-Delta rule optimization & prove of sigma formula	MAHSHAD GOLAFSHAN 8 nov 2022	MAHSHAD GOLAFSHAN 8 nov 2022	0
lecture7	MAHSHAD GOLAFSHAN 29 ott 2022	MAHSHAD GOLAFSHAN 29 ott 2022	0
Lecture 6: ID3 & CART	MAHSHAD GOLAFSHAN 27 ott 2022	MAHSHAD GOLAFSHAN 27 ott 2022	0
Lect12-Numeric variables vs ad-hoc encoding	LUIGI BORRIELLO 30 nov 2022	LUIGI BORRIELLO 30 nov 2022	0
Lect14-PCA on Iris dataset	LUIGI BORRIELLO 30 nov 2022	LUIGI BORRIELLO 30 nov 2022	0
Lect07-Perceptron_algorithm	LUIGI BORRIELLO 30 nov 2022	LUIGI BORRIELLO 30 nov 2022	0
Lect 12 - Preprocess data using Titanic dataset	LUIGI BORRIELLO 21 nov 2022	LUIGI BORRIELLO 21 nov 2022	0
Lecture 6 - CART vs ID3	LUIGI BORRIELLO 30 ott 2022	LUIGI BORRIELLO 30 ott 2022	0
RidgeRegression	LUIGI BORRIELLO 28 ott 2022	LUIGI BORRIELLO 28 ott 2022	0
Clustering on local manifold of autoencoded embedding	LUCA ZANINOTTO 11 gen 2023	LUCA ZANINOTTO 11 gen 2023	0
Machine Learning for fake news detection	Lorenzo Perinello 11 giu 2023	Lorenzo Perinello 11 giu 2023	0

Practiced SVM Implementation with cross validation

MUTAHIR YASEEN

15 gen 2023

MUTAHIR YASEEN

15 gen 2023

0

Classification on Wine Dataset

MUHAMMAD TABISH

23 gen 2023

MUHAMMAD TABISH

23 gen 2023

0

Neural Networks for Classification, and Clustering

MUHAMMAD TABISH

22 gen 2023

MUHAMMAD TABISH

22 gen 2023

0

Support Vector Machine

MUHAMMAD TABISH

21 gen 2023

MUHAMMAD TABISH

21 gen 2023

0

Learning rate

MOONES MOBARAKI

14 gen 2023

MOONES MOBARAKI

14 gen 2023

0

Anomaly Detection

MOONES MOBARAKI

6 gen 2023

MOONES MOBARAKI

6 gen 2023

0

Pearson Correlation

MOONES MOBARAKI

25 dic 2022

MOONES MOBARAKI

25 dic 2022

0

Lecture 17 _ Bagging

MOONES MOBARAKI

11 dic 2022

MOONES MOBARAKI

11 dic 2022

0

Autoencoder on MNIST dataset

MOONES MOBARAKI

8 dic 2022

MOONES MOBARAKI

8 dic 2022

0

PCA on Iris dataset

MOONES MOBARAKI

6 dic 2022

MOONES MOBARAKI

6 dic 2022

0

Perceptron

MOONES MOBARAKI

3 dic 2022

MOONES MOBARAKI

3 dic 2022

0

Linear Regression model and working with data on TITANIK dataset

MOONES MOBARAKI

30 nov 2022

MOONES MOBARAKI

30 nov 2022

0

Kernels and SVM

MOONES MOBARAKI

27 nov 2022

MOONES MOBARAKI

27 nov 2022

0

Self-Organizing Map with Code

MOONES MOBARAKI

26 nov 2022

MOONES MOBARAKI

26 nov 2022

0

VC-Dimension of Perceptron

MOONES MOBARAKI

7 nov 2022

MOONES MOBARAKI

7 nov 2022

0

Logical Operations and Perceptron Implementation (Complete version of pervious code)

MOONES MOBARAKI

31 ott 2022

MOONES MOBARAKI

31 ott 2022

0

Lecture 8 prove the derivation

MOONES MOBARAKI

26 ott 2022

MOONES MOBARAKI

26 ott 2022

0

Implementation of Perceptron for NOT Logic function

MOONES MOBARAKI

24 ott 2022

MOONES MOBARAKI

24 ott 2022

0

Lecture 4

MOONES MOBARAKI

23 ott 2022

MOONES MOBARAKI

23 ott 2022

0

Lecture 3 _ Part 1

MOONES MOBARAKI

23 ott 2022

MOONES MOBARAKI

23 ott 2022

0

Proof variance of uniform distribution is Var(x) = (b - a)^2 / 12

MOONES MOBARAKI

5 ott 2022

MARVIN JOHANNES HEIDINGER

10 ott 2022

1

Lec9 Exercise

MOHAMMADREZA REZAEI FEYZABADY

11 nov 2022

MOHAMMADREZA REZAEI FEYZABADY

11 nov 2022

0

Lec8-Excersies

MOHAMMADREZA REZAEI FEYZABADY

1 nov 2022

MOHAMMADREZA REZAEI FEYZABADY

1 nov 2022

0

Lec7- Exercises

MOHAMMADREZA REZAEI FEYZABADY

1 nov 2022

MOHAMMADREZA REZAEI FEYZABADY

1 nov 2022

0

Lec4: VC-dimension

MOHAMMADREZA REZAEI FEYZABADY

14 ott 2022

MOHAMMADREZA REZAEI FEYZABADY

14 ott 2022

0

Lec3: Ridge regression and hypothesis spaces

MOHAMMADREZA REZAEI FEYZABADY

14 ott 2022

MOHAMMADREZA REZAEI FEYZABADY

14 ott 2022

0

lecture7(perceptron)

MOHAMMADKAZEM RAJABI

26 ott 2022

MOHAMMADKAZEM RAJABI

26 ott 2022

0

ridge regression

MOHAMMADKAZEM RAJABI

24 ott 2022

MOHAMMADKAZEM RAJABI

24 ott 2022

0

lectutre7

MOHAMMADKAZEM RAJABI

24 ott 2022

MOHAMMADKAZEM RAJABI

24 ott 2022

0

effect of using PCA improperly

MOHAMMAD HOSSEINIPOUR

30 dic 2022

MOHAMMAD HOSSEINIPOUR

30 dic 2022

0

Hierarchical Clustering on IRIS Dataset

MOHAMMAD HOSSEINIPOUR

30 dic 2022

MOHAMMAD HOSSEINIPOUR

30 dic 2022

0

RandomForest on Diabetes Dataset

MOHAMMAD HOSSEINIPOUR

30 dic 2022

MOHAMMAD HOSSEINIPOUR

30 dic 2022

0

Kmeans on Banknote Dataset

MOHAMMAD HOSSEINIPOUR

30 dic 2022

MOHAMMAD HOSSEINIPOUR

30 dic 2022

0

lecture8- sigmoid derivative

MOHAMMAD HOSSEINIPOUR

30 nov 2022

MOHAMMAD HOSSEINIPOUR

30 nov 2022

0

lecture12_ranged variables preprocessing

MOHAMMAD HOSSEINIPOUR

30 nov 2022

MOHAMMAD HOSSEINIPOUR

30 nov 2022

0

CNN on CIFAR10

MOHAMMAD HOSSEINIPOUR

29 nov 2022

MOHAMMAD HOSSEINIPOUR

29 nov 2022

0

Autoencoder on MNIST dataset

MOHAMMAD HOSSEINIPOUR

28 nov 2022

MOHAMMAD HOSSEINIPOUR

28 nov 2022

0

PCA on IRIS

MOHAMMAD HOSSEINIPOUR

28 nov 2022

MOHAMMAD HOSSEINIPOUR

28 nov 2022

0

lecture7, effect of W0

MOHAMMAD HOSSEINIPOUR

26 ott 2022

MOHAMMAD HOSSEINIPOUR

26 ott 2022

0

Lecture 07, perceptron based multi_layer networks with hard thresholds

MOHAMMAD HOSSEINIPOUR

26 ott 2022

MOHAMMAD HOSSEINIPOUR

26 ott 2022

0

lecture 07, NOT perceptron

MOHAMMAD HOSSEINIPOUR

26 ott 2022

MOHAMMAD HOSSEINIPOUR

26 ott 2022

0

Ridge Regression

MOHAMMAD HOSSEINIPOUR

17 ott 2022

MOHAMMAD HOSSEINIPOUR

17 ott 2022

0

Lecture 4, Exercise

MOHAMMAD HOSSEINIPOUR

16 ott 2022

MOHAMMAD HOSSEINIPOUR

23 ott 2022

1

Stacking classifier in breast cancer dataset

MATTEO GIOELE COLLU

20 dic 2022

MATTEO GIOELE COLLU

20 dic 2022

0

PCA in Iris dataset

MATTEO GIOELE COLLU

16 dic 2022

MATTEO GIOELE COLLU

16 dic 2022

0

Preprocessing of the titanic dataset

MATTEO GIOELE COLLU

24 nov 2022

MATTEO GIOELE COLLU

24 nov 2022

0

Range-type variables encoding

MATTEO GIOELE COLLU

23 nov 2022

MATTEO GIOELE COLLU

23 nov 2022

0

Derivation of backpropagation with more than one layer

MATTEO GIOELE COLLU

22 nov 2022

MATTEO GIOELE COLLU

22 nov 2022

0

Implementation of NN and lecture 9 autoencoder

MATTEO GIOELE COLLU

22 nov 2022

MATTEO GIOELE COLLU

22 nov 2022

0

1-layer NN in python with gradient descent

MATTEO GIOELE COLLU

30 ott 2022

MATTEO GIOELE COLLU

30 ott 2022

0

Sigmoid derivative

MATTEO GIOELE COLLU

26 ott 2022

MATTEO GIOELE COLLU

26 ott 2022

0

Boolean formulas with ID3

MATTEO GIOELE COLLU

18 ott 2022

MATTEO GIOELE COLLU

18 ott 2022

0

VC dimension of intervals in R

MATTEO GIOELE COLLU

12 ott 2022

MATTEO GIOELE COLLU

12 ott 2022

0

Testing the K-Means Algortihm on the A1 Dataset

MARVIN JOHANNES HEIDINGER

31 dic 2022

MARVIN JOHANNES HEIDINGER

12 gen 2023

2

Lecture 16 Naive Bayes

MARVIN JOHANNES HEIDINGER

31 dic 2022

MARVIN JOHANNES HEIDINGER

12 gen 2023

2

Lecture 7: Implementation of A and not B

MARVIN JOHANNES HEIDINGER

29 nov 2022

MARVIN JOHANNES HEIDINGER

29 nov 2022

0

Lecture 9: Identity Network

MARVIN JOHANNES HEIDINGER

28 nov 2022

MARVIN JOHANNES HEIDINGER

28 nov 2022

0

Proof for sigmoid differential equation

MARVIN JOHANNES HEIDINGER

29 ott 2022

MARVIN JOHANNES HEIDINGER

29 ott 2022

0

Creating DT for Implication (3 attributes)

MARVIN JOHANNES HEIDINGER

17 ott 2022

MARVIN JOHANNES HEIDINGER

17 ott 2022

0

Digit classification CNN

MARTA GREGGIO

12 gen 2023

MARTA GREGGIO

12 gen 2023

0

Kernel k-means

MARTA GREGGIO

4 gen 2023

MARTA GREGGIO

4 gen 2023

0

lec 18 - Clustering

MARTA GREGGIO

4 gen 2023

MARTA GREGGIO

4 gen 2023

0

lec 20 - knn on movielens

MARTA GREGGIO

4 gen 2023

MARTA GREGGIO

4 gen 2023

0

Naive Bayes for textual documents

MARTA GREGGIO

4 gen 2023

MARTA GREGGIO

4 gen 2023

0

Decision tree

MARTA GREGGIO

4 gen 2023

MARTA GREGGIO

4 gen 2023

0

Lez 17 - Ensemble methods on MNIST dataset

MARTA GREGGIO

28 dic 2022

MARTA GREGGIO

28 dic 2022

0

Feature reduction PCA on IRIS - lez 14 es 1

MARTA GREGGIO

28 dic 2022

MARTA GREGGIO

28 dic 2022

0

Clustering

MARIJA NENADIĆ

10 gen 2023

MARIJA NENADIĆ

10 gen 2023

0

Lecture 14

MARIJA NENADIĆ

10 gen 2023

MARIJA NENADIĆ

10 gen 2023

0

Lecture 12 - Titanic KNN

MARIJA NENADIĆ

20 nov 2022

MARIJA NENADIĆ

20 nov 2022

0

Lecture 8 - exercise

MARIJA NENADIĆ

1 nov 2022

MARIJA NENADIĆ

1 nov 2022

0

Lecture 5

MARIJA NENADIĆ

23 ott 2022

MARIJA NENADIĆ

23 ott 2022

0

Activity for class 4 - Find VC dimension

MARIJA NENADIĆ

15 ott 2022

MARIJA NENADIĆ

15 ott 2022

0

CNN (LeNet model) on MNIST dataset

MARCO ANDREA LIMONGELLI

11 gen 2023

MARCO ANDREA LIMONGELLI

11 gen 2023

0

Classification on Digit Dataset

MARCO ANDREA LIMONGELLI

10 gen 2023

MARCO ANDREA LIMONGELLI

10 gen 2023

0

Stacking Classifier on Breast Cancer dataset

MARCO ANDREA LIMONGELLI

16 dic 2022

MARCO ANDREA LIMONGELLI

16 dic 2022

0

Bagging Classifier on Iris dataset

MARCO ANDREA LIMONGELLI

15 dic 2022

MARCO ANDREA LIMONGELLI

15 dic 2022

0

Model Selection on Wine Dataset

MARCO ANDREA LIMONGELLI

1 dic 2022

MARCO ANDREA LIMONGELLI

1 dic 2022

0

Decision Tree on Car Evaluation dataset

MARCO ANDREA LIMONGELLI

22 nov 2022

MARCO ANDREA LIMONGELLI

22 nov 2022

0

Boston houses price prediction using Ridge Regression

MARCO ANDREA LIMONGELLI

13 nov 2022

MARCO ANDREA LIMONGELLI

13 nov 2022

0

Python implementation of percepetrons to calculate some boolean functions

MARCO ANDREA LIMONGELLI

5 nov 2022

MARCO ANDREA LIMONGELLI

5 nov 2022

0

Perceptron for NOT operator

MARCO ANDREA LIMONGELLI

26 ott 2022

MARCO ANDREA LIMONGELLI

26 ott 2022

0

Decison Tree for a Boolean Formula

MARCO ANDREA LIMONGELLI

24 ott 2022

MARCO ANDREA LIMONGELLI

24 ott 2022

0

Lecture 18/Ensemble learning

MAHSHAD GOLAFSHAN

15 gen 2023

MAHSHAD GOLAFSHAN

15 gen 2023

0

lecture 20

MAHSHAD GOLAFSHAN

5 gen 2023

MAHSHAD GOLAFSHAN

5 gen 2023

0

lecture 18

MAHSHAD GOLAFSHAN

21 dic 2022

MAHSHAD GOLAFSHAN

21 dic 2022

0

Lecture 12

MAHSHAD GOLAFSHAN

28 nov 2022

MAHSHAD GOLAFSHAN

28 nov 2022

0

Lecture 10/11, SVM VS NN

MAHSHAD GOLAFSHAN

28 nov 2022

MAHSHAD GOLAFSHAN

28 nov 2022

0

Lecture 9

MAHSHAD GOLAFSHAN

28 nov 2022

MAHSHAD GOLAFSHAN

28 nov 2022

0

Lecture 8-Delta rule optimization & prove of sigma formula

MAHSHAD GOLAFSHAN

8 nov 2022

MAHSHAD GOLAFSHAN

8 nov 2022

0

lecture7

MAHSHAD GOLAFSHAN

29 ott 2022

MAHSHAD GOLAFSHAN

29 ott 2022

0

Lecture 6: ID3 & CART

MAHSHAD GOLAFSHAN

27 ott 2022

MAHSHAD GOLAFSHAN

27 ott 2022

0

Lect12-Numeric variables vs ad-hoc encoding

LUIGI BORRIELLO

30 nov 2022

LUIGI BORRIELLO

30 nov 2022

0

Lect14-PCA on Iris dataset

LUIGI BORRIELLO

30 nov 2022

LUIGI BORRIELLO

30 nov 2022

0

Lect07-Perceptron_algorithm

LUIGI BORRIELLO

30 nov 2022

LUIGI BORRIELLO

30 nov 2022

0

Lect 12 - Preprocess data using Titanic dataset

LUIGI BORRIELLO

21 nov 2022

LUIGI BORRIELLO

21 nov 2022

0

Lecture 6 - CART vs ID3

LUIGI BORRIELLO

30 ott 2022

LUIGI BORRIELLO

30 ott 2022

0

RidgeRegression

LUIGI BORRIELLO

28 ott 2022

LUIGI BORRIELLO

28 ott 2022

0

Clustering on local manifold of autoencoded embedding

LUCA ZANINOTTO

11 gen 2023

LUCA ZANINOTTO

11 gen 2023

0

Machine Learning for fake news detection

Lorenzo Perinello

11 giu 2023

Lorenzo Perinello

11 giu 2023

0