fridchikn24's repositories
airline_delays
Examines the causes of significant flight delays
Animal-Faces
Using neural networks to distinguish between cats, dogs, and various wildlife
anomaly_detection
Python project comparing and contrasting various methods of anomaly detection.
ARMApy
Runs an auto-regressive model off of simulated data
binsearch
Binary search algorithm
breast_cancer_models
Built and trained various machine learning models predicting whether a tumor is malignant or benign
churn
Analyzes factors affecting customer churn in the Telecom Industry
crypto_correlation
Crypto currency Master's Thesis analyzing the correlation between cryptocurrencies with windowed lookbacks
hailstone
Compares the General Hailstone Sequences for all combinations (a,b) > 0 such that a + b <= 10 to find unique sequences for n input variables
loanpredictions
Using machine learning and stacking classifiers to predict loan approval
RandomForestandXGboost
Predicting bike rentals in Seoul using a RandomForest and XGBoost regression and comparing them to conventional models such as decision trees, linear regressions, and K Nearest Neighbors
fake-news-detector
Using NLP and Classification algorithms to determine if an article is fake news or not
hierarchy
Python program utilizing NumPy to implement Hierarchical Clustering on simulated data
IMDB-sentiments
Using Recurrent Neural Networks to run sentiment analysis on IMDB reviews
Newey-West
Adds a Newey-West adjustor to linear regressions
order_quant
Python dashboard modeling the average quantity ordered from an e-commerce site
returns
Python dashboard modeling the returns over time and from vendors from an e-commerce site
RIDGE-RACEEEER
Uses NumPy and Pandas to simulate data and used an L2 regularized regression(Ridge Regression) to model the data
spotify_subscriptions
R project using XGBoost to predict whether a spotify user(in India) is a free subscriber who is not interested in upgrading, a premium user who does not in tend to continue their plan, and a premium user who intends to continue their subscription
tumor_classification
Using Neural networks to distinguish between forms of brain tumors
web_crawler
Old web crawler i made in college