A Neural Network Function v.1
Algorithm, Neural Networks, Keras, TensorFlow
Posts
Most of my blogs are technical blogs written mainly for my own reference. I’d be happy if any of you find them useful too. See also Posts by category
2020
Movie Recommendation System
Algorithm, Recommender System
Monotonic WOE Binning Algorithm for Credit Scoring
Algorithm, Credit Scoring, Scorecard
Dimension Reduction: Variable Clustering Algorithm for Credit Scoring
Algorithm, Credit Scoring, Scorecard
Kaggle Project: Categorical Feature Engineering
Machine Learning, Feature Engineering, Preprocessing
2019
Machine Learning Project: Fraud Detection with Credit Cards Dataset
Machine Learning, Tensorflow, Deep Learning
Custom KMeans Algorithm
Machine Learning, K Means, Clustering
Machine Learning Project: Neural Network in Tensorflow with Signs Dataset
Machine Learning, Tensorflow, Deep Learning
Optimization Methods: GD, Mini-batch GD, Momentum, RMSProp, Adam
Machine Learning, Optimization, Data Science
Comparison: Different Regularization Techniques
Machine Learning, Regularization, Data Science
Comparison: Different Initialization Methods
Machine Learning, Initialization, Data Science
Machine Learning Project: Building Deep Neural Network
Machine Learning, Perceptron, Data Science
Machine Learning Project: Planar data classification with one hidden layer
Machine Learning, Perceptron, Data Science
Machine Learning Project: Building Logictic Regression Model
Machine Learning, Perceptron, Data Science