sindhri Goto Github PK

airplane_passenger_prediction

Use 144 months of historical data to predict the number of passengers (in thousands) in an international airplane for any given month. Simple MLP and MLP with a larger window are used and compared.

alice

Text generator for Alice in wonderland using LSTM!

animal_recognition

recognize 5 classes of animals

anomaly2020

baseball

create an SQL database using csv files on baseball games, also normalize the database

boston_housing_prediction

Use 13 features to predict Boston Housing Price, MLP with cross validation

boxy

manages information about computers and routers in a network

chinook

Use data from an SQL database to determine the most popular genre and album based on sales record. Also visualize the findings.

cifar10

Object classification of CIFAR10 dataset using deep learning CNN

count_baking_cycle

Use power and energy data to count baking cycle

covid19us

confirmed case and death in US 50+ states

deca_score

scoring questionnaire DECA from the eprime questionnaire text output

del-website

elearning

which would the best choices for advertising?

ellen

Ellen Hoffman Zebra fish zscore and aggregation

energy_prediction

energy prediction by customer behavior history

eprime_code_bits

example_erp_script

example script for extracting ERP component using individual raw-ave file exported from netstation

fandango

Has fandango changed the rating calculation since Hicky's analysis?

fho_demo_updated

updated fho demo (full head oscillation)

flanker_fho

full_head_oscillation for flanker

flanker_oscillation_script

export components, fullhead plots, and time-frequency plots

flower_species_classification

Use 4 flower measurements to classify flower species through a simple MLP with cross-validation.

forest_fire

visualize forest file pattern using ggplot2

imdb

Use IMDB movie reviews to classify the sentiments either negative or positive via deep learning: MLP, CNN, LSTM

indians_diabetes_prediction

Use 9 demographic/medical measurements to predict diabetes via deep learning MLP with cross-validation and grid search.

ionosphere_classificiation

Use radar returns (34 attributes) to classify whether it is an electron (g) or not (b) via deep learning MLP. Test different models of learning rate decay.

jeopardy

Analyze the probabilities of key words and category of a Jeopardy game

jia-learning

Teaching Jia Ruby

knn_car

Use Machine Leaning algorithm K-Nearest Neighbors to predict dealership car price based on body style, engine type, and horse power etc.