skhiearth Goto Github PK

multiple-object-detection-yolo

Object Detection on video streams and webcam footage using YOLOv3 and OpenCV

numpy-100

100 numpy exercises (with solutions)

nyc-motor-vehicle-collisions

Analysing and visualising Motor Vehicle Collisions in New York City with an objective to make the city roads safer using Data Science techniques.

object-detection-with-ssd

Object Detection using SSD MultiBox - PyTorch in Python

pebble-dashboard

Pebble Tracker dashboard using TruSteam network, submitted at GR11

pedestrian-detection-opencv

Pedestrian Detection in OpenCV using Haar Cascades.

pink-ios

Source Code and linked assets for the Pink+ project by The Misfits

polygon-bridge-data

polynomial-regression-python

Implementing a Polynomial Regression in Python

polynomial-regression-r

Implementing a Polynomial Regression in R

predicting-credit-card-approvals-with-logistic-regression

Building a machine learning model to predict if a credit card application from the Credit Card approval dataset (UCI) will get approved or not.

predicting-taxi-fares-with-random-forests

Working with the data from a large number of taxi journeys in New York from 2013, used regression trees and random forests to predict the value of fares and tips, based on location, date and time.

quickmoney

random-forest-regression

Implementing Random Forest Regression in Python and R

rbf-kernel-svm

Implementing a RBF Kernel SVM in Python and R

reddit-flair-detection

In this pipeline, a Long Short Term Memory network is used to try and predict the flair of a Reddit post from the r/india subreddit.

resources

Collection of all community-developed Polygon Analytical Resources

restaurant-review-classification-nlp

Using Bag of Words and Naive Bayes/Random Forests in Python and R to classify restaurant reviews.

rise-and-fall-of-programming-languages

Using open data from the Stack Exchange Data Explorer to examine the relative popularity of languages like R, Python, Java and Javascript have changed over time.

simple-linear-regression

Implementing a Simple Linear Regression in Python and R

skhiearth

skhiearth.github.io

Personal Portfolio

smart-police-patrolling

sms-spam-classification-nlp

SMS Spam Classification using NLTK and ML Classification Algorithms in Python

solarx

starport-poll

statistical-research-entrepreneurial-competency-datasets

These datasets are part of a research project titled, "Predicting and Improving Entrepreneurial Competency in University Students using Machine Learning Algorithms".

streamr

support-vector-machine

Implementing a Support Vector Machine (SVM) in Python and R

support-vector-regression-python

Implementing a Support Vector Regression in Python