maleeham Goto Github PK

algorithms

ard

bigdata

Using Big Data tools: Hadoop, Spark, Impala, Hive

bikerentalsprediction

Bike Rentals prediction using Decision Tree and Random Forest with performance evaluation

binarysearchtree

Binary Search Tree implementation in JAVA

bounded-queue

Bounded Queue

bst

decisiontree

Decision Tree model evaluation using entropy and gini impurity: Pre-pruning and post-pruning comparisons

ethereumtokens-analysis

Detailed statistical analysis of crypto-currency tokens

finance-data-analysis

hmm

An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk

human-activity-recognition

In this project we will try to predict human activity (1-Walking, 2-Walking upstairs, 3-Walking downstairs, 4-Sitting, 5-Standing or 6-Laying) by using the smartphone’s sensors. Meaning that by using the following methods, the smartphone can detect what we are doing at the moment.

hyperparametertuning

Parameter Tuning of various Classification Models using Grid Search

industryparameteroptimization

k-nearestneighbours

klargest

Select k largest elements from an array using Onlogk and On algorithms

leetcode

Leetcode problems

mapreduce

mlpclassifier

Classification on Wine Data set using MultiLayerPerceptron with data preprocessing and parameter evaluation using different activation functions, solver , # of hidden layers from Scikit Learn

mlpractice

Preprocessing images

nueralnetwork

Neural Network from the scratch

opennmt-tf

Neural machine translation and sequence learning using TensorFlow

practical-aspects-of-data-science

quicksort

quiz

r-

R scripts

recommenders

Best Practices on Recommendation Systems

scikitlearntest

sentimentanalysis

Sentiment analysis on tweets.

simclr-mk