swethakallam Goto Github PK

instagram-follower-scraper

Scrapes all the data of followers of any instagram account

lakers_dataquestion-

melbourne-street-parking-detector

Devised a LSTM model to predict availability of parking spots in Melbourne.

orgneatui

A simple .net based project, based on Twitter Scraping principal to download historic Tweets. This project has standard library and UI. Library can be imported to any other projects. UI is a demo and quick use tool.

predicting-nhl-player-salaries-

Predicted the salaries of hockey players with 73% accuracy. I used Random forests classifier for feature selection. XGBoost and random forests for training and testing the models

preprocessor

Elegant and Easy Tweet Preprocessing in Python

python-for-data-science-ml

SUPERVISED LEARNING: REGRESSION: Linear - Polynomial - Ridge/Lasso CLASSIFICATION: K-NN - Naïve Bayes - Decision Tree - Logistic Regression - Confusion Matrix - SVM TIME SERIES ANALYSIS: Linear & Logistic Regr. - Autoregressive Model - ARIMA - Naïve - Smoothing Technique UNSUPERVISED LEARNING: CLUSTERING: K-Means - Agglomerative - Mean-Shift - Fuzzy C-Mean - DBSCAN - Hierarchical - Canopy DIMENSION REDUCTION: PCA - LSA - SVD - LDA - t-SNE PATTERN SEARCH: Apriori - FP-Growth - Euclat RECOMMENDATION ENGINE: Association Rules - Market Basket Analysis - Apriori Algorithm - Real Rating Matrix - IBCF - (Item) - User-Based Collaborative Filtering UBCF - Method & Model ENSEMBLE METHODS: BOOSTING: AdaBoost - XG Boost - LightGBM - CatBoost. BAGGING: Random Forest STACKING

ranking-college-basket-ball-teams

Page rank algorithm to rank teams

scapping-youtube-top-music-charts

Selenium and Beautiful soup

search-engine-from-scratch

This is our try at building a search engine from scratch. The goal is create a search engine for users who are looking for genuine original watches as we collect data from genuine websites and show search results which ensures that the products displayed are 100% genuine.

simon-and-schuster-data-challenge

stock-prediction

Used LSTM to predict Walmart closing stock prices

twitter-sentiment-analysis

Tweepy, TextBlob, GetOldTweets3

visualizations-

Tableau

walmart-closing-stock-price-forecasting

Forecasting, predicting and clustering