Ajouter une discussion
Liste des discussions. Affichage de 100 sur 512 discussions
Statut Discussion lancée par Dernier message Réponses Actions
Proof variance of uniform distribution is Var(x) = (b - a)^2 / 12
Avatar MOONES MOBARAKI
MOONES MOBARAKI
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 1
Ridge Regression
Avatar RICCARDO CAPPI
RICCARDO CAPPI
Avatar RICCARDO CAPPI
RICCARDO CAPPI
 1
Ridge Regression in python
Avatar JACOB ALEXANDER K GERNAY
JACOB ALEXANDER K GERNAY
Avatar JACOB ALEXANDER K GERNAY
JACOB ALEXANDER K GERNAY
 0
VC dimension of intervals in R
Avatar MATTEO GIOELE COLLU
MATTEO GIOELE COLLU
Avatar MATTEO GIOELE COLLU
MATTEO GIOELE COLLU
 0
Lec3: Ridge regression and hypothesis spaces
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
 0
Lec4: VC-dimension
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
 0
Activity for class 4 - Find VC dimension
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Ridge Regression
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Lec3 Activity: Ridge Regression
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
Lecture 4 exercise activity
Avatar JANARDHAN JAYACHANDRA KAMMATH
JANARDHAN JAYACHANDRA KAMMATH
Avatar JANARDHAN JAYACHANDRA KAMMATH
JANARDHAN JAYACHANDRA KAMMATH
 0
Lecture 03 Exercise - Consider the hypothesis spaces
Avatar NIKOLA BULAT
NIKOLA BULAT
Avatar NIKOLA BULAT
NIKOLA BULAT
 0
Lecture 3: Polynomial ridge regression
Avatar NIKOLA ANDRIĆ MITROVIĆ
NIKOLA ANDRIĆ MITROVIĆ
Avatar NIKOLA ANDRIĆ MITROVIĆ
NIKOLA ANDRIĆ MITROVIĆ
 0
Ridge Regression
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Complementary material for lecture 4
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Lez3 - Part 1 (Hypothesis Space)
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
 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
Lez3 - Part2 (Effect of Alpha in Ridge Regression)
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
 0
Creating DT for Implication (3 attributes)
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 0
Ridge Regression: implementation, theory and derivation of the formula
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
 0
Lecture 5: Decision Tree python implementation
Avatar RICCARDO CAPPI
RICCARDO CAPPI
Avatar RICCARDO CAPPI
RICCARDO CAPPI
 0
Boolean formulas with ID3
Avatar MATTEO GIOELE COLLU
MATTEO GIOELE COLLU
Avatar MATTEO GIOELE COLLU
MATTEO GIOELE COLLU
 0
Lecture 5 - Exercise
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
Avatar ALESSANDRO RESTA
ALESSANDRO RESTA
 0
Lecture 4 Activity: VC Dimension
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
Lecture 5 - Exercise
Avatar SAMUELE POZZEBON
SAMUELE POZZEBON
Avatar SAMUELE POZZEBON
SAMUELE POZZEBON
 0
Polynomial Regression using sklearn Ridge
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
 0
DT for Boolean Formulas (Logic Gates)
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
 0
Lecture 4: VC Dimensions
Avatar NIKOLA ANDRIĆ MITROVIĆ
NIKOLA ANDRIĆ MITROVIĆ
Avatar NIKOLA ANDRIĆ MITROVIĆ
NIKOLA ANDRIĆ MITROVIĆ
 0
Lecture 5 Exercise
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
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
Lez4 - VC Dimension
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
 0
Lecture 4, Exercise
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 1
Lecture 3 _ Part 1
Avatar MOONES MOBARAKI
MOONES MOBARAKI
Avatar MOONES MOBARAKI
MOONES MOBARAKI
 0
Lecture 4
Avatar MOONES MOBARAKI
MOONES MOBARAKI
Avatar MOONES MOBARAKI
MOONES MOBARAKI
 0
Lecture 5
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Lecture 6 - Comparison of decision trees used by the sklearn software with the theory seen in class.
Avatar SALVATORE GATTO
SALVATORE GATTO
Avatar SALVATORE GATTO
SALVATORE GATTO
 0
Lecture 5 - DT for Boolean Formulas
Avatar SALVATORE GATTO
SALVATORE GATTO
Avatar SALVATORE GATTO
SALVATORE GATTO
 0
DT for boolean formulas (ID3) + VC dimension
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
 0
Lecture 3, Supervised Learning
Avatar SANJAR TLEPIN
SANJAR TLEPIN
Avatar SANJAR TLEPIN
SANJAR TLEPIN
 0
Decison Tree for a Boolean Formula
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Hypothesis spaces
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
 0
Ridge Regression
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
 0
DT ID3 for AND, OR, XOR
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
 0
Lecture 05 Exercise - Compute DT for Boolean formulas
Avatar NIKOLA BULAT
NIKOLA BULAT
Avatar NIKOLA BULAT
NIKOLA BULAT
 0
Lecture(04)
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
 0
Lecture(02)
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
 0
VC Dimension of R
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
 0
Lecture(05)
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
 0
Decision Tree & KNN
Avatar AMIR SADEGHI
AMIR SADEGHI
Avatar AMIR SADEGHI
AMIR SADEGHI
 0
Decision Tree Example (sklearn)
Avatar JACOB ALEXANDER K GERNAY
JACOB ALEXANDER K GERNAY
Avatar JACOB ALEXANDER K GERNAY
JACOB ALEXANDER K GERNAY
 0
Lecture 7, exercise
Avatar NILA AKBARI
NILA AKBARI
Avatar NILA AKBARI
NILA AKBARI
 0
lecture 7, Exercise "not"
Avatar HANNANE HABIBI
HANNANE HABIBI
Avatar HANNANE HABIBI
HANNANE HABIBI
 0
lectutre7
Avatar MOHAMMADKAZEM RAJABI
MOHAMMADKAZEM RAJABI
Avatar MOHAMMADKAZEM RAJABI
MOHAMMADKAZEM RAJABI
 0
Lecture 07 - Boolean Functions with multi-layer NN
Avatar NICOLÒ PREDENZ
NICOLÒ PREDENZ
Avatar NICOLÒ PREDENZ
NICOLÒ PREDENZ
 0
lecture 04 VC-Dimension (Axis-Aligned Rectangles)
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
 0
Implementation of function XOR using Peceptron-based networks
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
 0
Lez5 - DT by ID3 for a boolean function
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
 0
Implementation of Perceptron for NOT Logic function
Avatar MOONES MOBARAKI
MOONES MOBARAKI
Avatar MOONES MOBARAKI
MOONES MOBARAKI
 0
ridge regression
Avatar MOHAMMADKAZEM RAJABI
MOHAMMADKAZEM RAJABI
Avatar MOHAMMADKAZEM RAJABI
MOHAMMADKAZEM RAJABI
 0
Lez 6 - Comparison
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
Avatar SEPASEH HAKIMINEJAD
SEPASEH HAKIMINEJAD
 0
Perceptron for basic formulas
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
 0
Lecture 05 Decision Tree boolean formula
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
Avatar DAVIDE ALBIERO
DAVIDE ALBIERO
 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
Lecture 6: Practical comparison between ID3 and sklearn
Avatar RICCARDO CAPPI
RICCARDO CAPPI
Avatar RICCARDO CAPPI
RICCARDO CAPPI
 0
Why we shouldn't initialize the weights as zero
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
 0
L07 - Multi-layer Perceptron
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
lecture 07, NOT perceptron
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Lecture 07, perceptron based multi_layer networks with hard thresholds
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Perceptron for NOT operator
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Lecture 7 - NOT
Avatar SALVATORE GATTO
SALVATORE GATTO
Avatar SALVATORE GATTO
SALVATORE GATTO
 0
Lesson 7 - Perceptron that implements simple Boolean functions
Avatar SALVATORE GATTO
SALVATORE GATTO
Avatar SALVATORE GATTO
SALVATORE GATTO
 1
Lecture 8 prove the derivation
Avatar MOONES MOBARAKI
MOONES MOBARAKI
Avatar MOONES MOBARAKI
MOONES MOBARAKI
 0
Lecture 4 - VC Dimension of intervals in R
Avatar NICOLÒ BERTOCCO
NICOLÒ BERTOCCO
Avatar NICOLÒ BERTOCCO
NICOLÒ BERTOCCO
 0
Single Perceptron Python - a AND (NOT b)
Avatar DAVIDE BASSAN
DAVIDE BASSAN
Avatar DAVIDE BASSAN
DAVIDE BASSAN
 0
lecture7(perceptron)
Avatar MOHAMMADKAZEM RAJABI
MOHAMMADKAZEM RAJABI
Avatar MOHAMMADKAZEM RAJABI
MOHAMMADKAZEM RAJABI
 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
Sigmoid derivative
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
Avatar FILIPPO FANTINATO
FILIPPO FANTINATO
 0
Sigmoid derivative
Avatar MATTEO GIOELE COLLU
MATTEO GIOELE COLLU
Avatar MATTEO GIOELE COLLU
MATTEO GIOELE COLLU
 0
L08 - Derivative
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
lecture7, effect of W0
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Polynomial ridge regression from lecture 3
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Perceptron Implementation in Python
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
 0
Lecture 6: ID3 & CART
Avatar MAHSHAD GOLAFSHAN
MAHSHAD GOLAFSHAN
Avatar MAHSHAD GOLAFSHAN
MAHSHAD GOLAFSHAN
 0
Lecture 8: Sigmoid Derivation
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
lec4 - Exercise
Avatar AHMAD KARAMI
AHMAD KARAMI
Avatar AHMAD KARAMI
AHMAD KARAMI
 0
Lecture 7: Perceptron python implementation
Avatar RICCARDO CAPPI
RICCARDO CAPPI
Avatar RICCARDO CAPPI
RICCARDO CAPPI
 0
Lecture 05 Decision Tree Boolean Formulas
Avatar NIKOLA ANDRIĆ MITROVIĆ
NIKOLA ANDRIĆ MITROVIĆ
Avatar NIKOLA ANDRIĆ MITROVIĆ
NIKOLA ANDRIĆ MITROVIĆ
 0
Perceptron-based multi-layer networks for boolean functions
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
 0
October lectures exercises
Avatar DAVIDE ZANARINI
DAVIDE ZANARINI
Avatar DAVIDE ZANARINI
DAVIDE ZANARINI
 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
Lecture 7 Exercise 1: Boolean Functions with perceptrons
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
Lecture 7 Exercise 2: Perceptron learning algorithm
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
RidgeRegression
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
 0