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SDF Problem Derivation
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
 0
Practiced SVM Implementation with cross validation
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
 0
Classification on Wine Dataset
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
 0
Neural Networks for Classification, and Clustering
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
 0
Support Vector Machine
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
 0
Learning rate
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Anomaly Detection
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Pearson Correlation
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Lecture 17 _ Bagging
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Autoencoder on MNIST dataset
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
PCA on Iris dataset
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Perceptron
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Linear Regression model and working with data on TITANIK dataset
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Kernels and SVM
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Self-Organizing Map with Code
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
VC-Dimension of Perceptron
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Logical Operations and Perceptron Implementation (Complete version of pervious code)
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Lecture 8 prove the derivation
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
Implementation of Perceptron for NOT Logic function
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 3 _ Part 1
Avatar Moones Mobaraki
Moones Mobaraki
Avatar Moones Mobaraki
Moones Mobaraki
 0
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
Lec9 Exercise
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
 0
Lec8-Excersies
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
 0
Lec7- Exercises
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
Lec3: Ridge regression and hypothesis spaces
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
Avatar MOHAMMADREZA REZAEI FEYZABADY
MOHAMMADREZA REZAEI FEYZABADY
 0
lecture7(perceptron)
Avatar Mohammadkazem Rajabi
Mohammadkazem Rajabi
Avatar Mohammadkazem Rajabi
Mohammadkazem Rajabi
 0
ridge regression
Avatar Mohammadkazem Rajabi
Mohammadkazem Rajabi
Avatar Mohammadkazem Rajabi
Mohammadkazem Rajabi
 0
lectutre7
Avatar Mohammadkazem Rajabi
Mohammadkazem Rajabi
Avatar Mohammadkazem Rajabi
Mohammadkazem Rajabi
 0
effect of using PCA improperly
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Hierarchical Clustering on IRIS Dataset
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
RandomForest on Diabetes Dataset
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Kmeans on Banknote Dataset
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
lecture8- sigmoid derivative
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
lecture12_ranged variables preprocessing
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
CNN on CIFAR10
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Autoencoder on MNIST dataset
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
PCA on IRIS
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
lecture7, effect of W0
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
lecture 07, NOT perceptron
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Ridge Regression
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Lecture 4, Exercise
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 1
Stacking classifier in breast cancer dataset
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
PCA in Iris dataset
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
Preprocessing of the titanic dataset
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
Range-type variables encoding
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
Derivation of backpropagation with more than one layer
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
Implementation of NN and lecture 9 autoencoder
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
1-layer NN in python with gradient descent
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
Sigmoid derivative
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
Boolean formulas with ID3
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
VC dimension of intervals in R
Avatar Matteo Gioele Collu
Matteo Gioele Collu
Avatar Matteo Gioele Collu
Matteo Gioele Collu
 0
Testing the K-Means Algortihm on the A1 Dataset
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 2
Lecture 16 Naive Bayes
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 2
Lecture 7: Implementation of A and not B
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 0
Lecture 9: Identity Network
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 0
Proof for sigmoid differential equation
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 0
Creating DT for Implication (3 attributes)
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 0
Digit classification CNN
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Kernel k-means
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
lec 18 - Clustering
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
lec 20 - knn on movielens
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Naive Bayes for textual documents
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Decision tree
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Lez 17 - Ensemble methods on MNIST dataset
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Feature reduction PCA on IRIS - lez 14 es 1
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Clustering
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Lecture 14
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Lecture 12 - Titanic KNN
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Lecture 8 - exercise
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Lecture 5
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Activity for class 4 - Find VC dimension
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
CNN (LeNet model) on MNIST dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Classification on Digit Dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Stacking Classifier on Breast Cancer dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Bagging Classifier on Iris dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Model Selection on Wine Dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Decision Tree on Car Evaluation dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Boston houses price prediction using Ridge Regression
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Python implementation of percepetrons to calculate some boolean functions
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Perceptron for NOT operator
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Decison Tree for a Boolean Formula
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Lecture 18/Ensemble learning
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
lecture 20
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
lecture 18
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
Lecture 12
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
Lecture 10/11, SVM VS NN
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
Lecture 9
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
Lecture 8-Delta rule optimization & prove of sigma formula
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
lecture7
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
Lecture 6: ID3 & CART
Avatar Mahshad Golafshan
Mahshad Golafshan
Avatar Mahshad Golafshan
Mahshad Golafshan
 0
Lect12-Numeric variables vs ad-hoc encoding
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
 0
Lect14-PCA on Iris dataset
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
 0
Lect07-Perceptron_algorithm
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
 0
Lect 12 - Preprocess data using Titanic dataset
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
 0
Lecture 6 - CART vs ID3
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
 0
RidgeRegression
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
Avatar LUIGI BORRIELLO
LUIGI BORRIELLO
 0
Clustering on local manifold of autoencoded embedding
Avatar LUCA ZANINOTTO
LUCA ZANINOTTO
Avatar LUCA ZANINOTTO
LUCA ZANINOTTO
 0