reckoning.dev # An Overview of Linear Regression Models
machine-learning 6 / 6
16 min read
Linear regression attempts to model the relationship between two variables by fitting a linear equation to observed data.
/ tags/ algorithms
# A Practical guide to Autoencoders using Keras
deep-learning 1 / 3
23 min read
An autoencoder is a type of artificial neural network used to learn efficient codings of unlabeled data. An autoencoder learns two functions: an encoding function that transforms the input data, and…
# Understanding Boosted Trees Models
machine-learning 4 / 6
Sadanand Singh 27 min read
The Boosted Trees Model is a type of additive model that makes predictions by combining decisions from a sequence of base models. Gradient Boosted Machine (GBM) is one of the most effective machine…
# A Practical Guide to Tree Based Learning Algorithms
machine-learning 3 / 6
25 min read
Tree-based models use a decision tree to represent how different input variables can be used to predict a target value. Machine learning uses tree-based models for both classification and regression…
# An Overview of Descriptive Statistics
13 min read
A descriptive statistic is a summary statistic that quantitatively describes or summarizes features from a collection of information, while descriptive statistics is the process of using and…
# Support Vector Machines
machine-learning 1 / 6
10 min read
In machine learning, support vector machines are supervised learning models with associated learning algorithms that analyze data for classification and regression analysis. In this post, we will go…
# Moore's Law and Algorithms - Case of Fibonacci Numbers
6 min read
The world of computers is moving fast. While going through some materials on algorithms, I have come across an interesting discussion -enhancements in hardware (cpu) vis-a-vis algorithms. One side of…
# Two Simple Math Puzzles: Prime Numbers and Shortest Path
2 min read
Two simple maths puzzles! In the first problem we prove a well known property of prime numbers. In the second one, we are just trying to get shortest path on a chess board.
# Shortest Non-repeating Substring
2 min read
Given an alphanumeric string, find the shortest substring that occurs exactly once as a contiguous substring in it. Overlapping occurrences are counted as distinct. If there are several candidates of…
# Puzzle 2: Consumer Transport Problem
3 min read
A simple puzzle based on algebra and arithmetics.