Ajouter une discussion
Liste des discussions. Affichage de 100 sur 513 discussions
Statut Discussion lancée par Dernier message Réponses Actions
Lec3 - Exercise part 1
Avatar AHMAD KARAMI
AHMAD KARAMI
Avatar AHMAD KARAMI
AHMAD KARAMI
 0
lec4 - Exercise
Avatar AHMAD KARAMI
AHMAD KARAMI
Avatar AHMAD KARAMI
AHMAD KARAMI
 0
lec4 - Exercise
Avatar AHMAD KARAMI
AHMAD KARAMI
Avatar AHMAD KARAMI
AHMAD KARAMI
 0
lecture 5
Avatar AHMAD KARAMI
AHMAD KARAMI
Avatar AHMAD KARAMI
AHMAD KARAMI
 0
Lecture3 - Exercises 1 and 2
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 4 - Exercise
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 5 - Exercise
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 7 - Exercises 1 and 3
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 8 - Exercises
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Possible error Lecture 9 - NN3 slide 9/17
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar Riccardo Cappi
Riccardo Cappi
 3
Lecture 12 - Exercises 2-3
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lectture 14 - Exercise CNNs on CIFAR dataset
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 16 - Exercise
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 17 - Exercises
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 18 - Exercise 1
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 19 - Exercises
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 20 - Exercise 1
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Ridge Regression
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Decision Tree & KNN
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Lec7 Exercises
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Lec 8 Exercises
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Preprocessing - SVM - Naive Bayes - Logistic Regression
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Preprocessing and Perceptron sklearn
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Lez14 Ex
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Clustering and PCA
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Recommender System
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Complementary material for lecture 4
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Polynomial ridge regression from lecture 3
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Lecture 7 NOT implementation
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 1
Lecture 7: Implementation of the Perceptron algorithm
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Proof of the sigmoid derivative
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
SVM motivation
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
SVM and Kernel comparison from lectures on "(Generalized) Linear Models and SVM"
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Prove that, if the Perceptron algorithm is initialized with the null vector, then the coefficient...
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Naive Bayes and other classifiers comparison.
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Implementation of the Perceptron Algorithm
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Derivation of the sigmoid function: σ′(y) = σ(y)(1 − σ(y))
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Show that σ′(y) = σ(y)(1 − σ(y))
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
VC-Dimension of other hypothesis spaces
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Lecture 9 - Implement the network given on Slide 15.
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Lecture 13 - To Show the Effect that Overfitting and Underfitting have on Variance and Bias¶
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Using the ID3 algorithm, compute the Decision Tree for AND,OR,NOR
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Lecture 16 - Naive Bayes
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Lecture 14 - Autoencoders on the MNIST dataset
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
Avatar AVA LOUISE FINNEGAN
AVA LOUISE FINNEGAN
 0
Sigmoidal activation derivate
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Lecture 12 (I)
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Lecture 6 (ID3,CART)
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Lesson 3
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Ensemble Learning
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
18. Clustering
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Lecture 19
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Decision tree implementation [Doubt]
Avatar CELIA DIAZ FERNANDEZ
CELIA DIAZ FERNANDEZ
Avatar DAVIDE VEZZARO
DAVIDE VEZZARO
 1
Bagging Classifier
Avatar CELIA DIAZ FERNANDEZ
CELIA DIAZ FERNANDEZ
Avatar CELIA DIAZ FERNANDEZ
CELIA DIAZ FERNANDEZ
 0
L03 - Hypothesis Space
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L04 - VCDimesion
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L05 - DecisionTree
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L06 - Comparison Sklearn and ID3
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L07 - Multi-layer Perceptron
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L08 - Derivative
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L03 - Ridge regression
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L07 - Perceptron
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L09- Backpropagation
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L12 - Titanic Dataset
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L13 - Bias and Variance
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L14 - PCA
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L14 - Autoencoder
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L16 - Comparison Naive Bayes classifier with other classifiers
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L17 - Ensemble Classifier
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L19 - Movie Lens
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
L14 - CNN
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
binary classification / multi-class classification / regression
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
Perception algorithm for NOT
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
k_nearest_neighbor
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
Lecture 10: SVM
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
bias and variance
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
Lecture 12 titanic
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
Lecture 16: Naive Bayes Classifier
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
Ensemble
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
Bagging practice
Avatar DAICHI ANDO
DAICHI ANDO
Avatar DAICHI ANDO
DAICHI ANDO
 0
October exercises
Avatar DAMIANO MASON
DAMIANO MASON
Avatar DAMIANO MASON
DAMIANO MASON
 0
November activities
Avatar DAMIANO MASON
DAMIANO MASON
Avatar DAMIANO MASON
DAMIANO MASON
 0
December activities
Avatar DAMIANO MASON
DAMIANO MASON
Avatar DAMIANO MASON
DAMIANO MASON
 0
Create a Decision Tree with ID3: exercise on paper
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 8 exercise 1
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 8 implementation of delta rule
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 9 neural network implementation
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 12: Titanic preprocessing
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 13: bias and variance evaluation
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 14: PCA on Iris dataset
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 17
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 16
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 18: clustering
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 05 Decision Tree boolean formula
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
 0
Single Perceptron Python - a AND (NOT b)
Avatar DAVIDE BASSAN
DAVIDE BASSAN
Avatar DAVIDE BASSAN
DAVIDE BASSAN
 0
Lecture 07 Perceptron for NOT, A XOR B and A &&! B
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
 0
Lecture 08 Derivation
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
 0
Lecture 04 VC-Dimension
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
 0
October lectures exercises
Avatar DAVIDE ZANARINI
DAVIDE ZANARINI
Avatar DAVIDE ZANARINI
DAVIDE ZANARINI
 0
Lecture 06 - Comparison ID3 CART
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
 0
LECT07 - XOR gate
Avatar DAVIDE VEZZARO
DAVIDE VEZZARO
Avatar DAVIDE VEZZARO
DAVIDE VEZZARO
 0