waylongo

denstream

Python implementation of DenStream clustering

Gans-for-anomaly-detection

Using Generative Adversarial Networks (GANs) algorithm to detect outliers on tabular data

predict-future-sale

Kaggle competition using traditional time series analysis, LSTM and XGBoost

mnist-cnn-numpy

Numpy implementation of the CNN on the MNIST dataset

cis-challenge-energy-prediction

My solution to solve the second IEEE-CIS technical challenge

sp1m-de

MATLAB implementation of "Sequential Possibilistic One-Means Clustering with Dynamic Eta"

drug-target-interaction

Drug-Target Interactions (DTI) for virtual screening, drug repurposing and identification of potential drug side effects.

ieee-cis-fraud-detection

(top 3%) Kaggle competition to detect frauds in bank transactions

lanl-earthquake-prediction

(top 1%) Kaggle competition to predict when the earthquake occurs

wids-datathon-2020

(top 5%) Kaggle competition to predict patients' survival after 24 hours in ICU

gmm-for-early-detection

Gaussian mixture model for early detection of pattern changes in data streams

advanced-meachine-learning

Coursera advanced specialization in machine learning

ashrae-energy-predictor

(top 6%) Kaggle competition to predict building energy consume

big-data-case-competition

healthcare_features

Healthcare features extraction in Tiger Place using Pandas

instant-gratification

(top 1%) Kaggle competition on classification problem

kaggle_titanic

First attempt in Kaggle competition

liverpool-ion-switching

(top 4%) Kaggle competition to identify the number of channels open at each time point

siim-isic-melanoma-classification

takehome-data-challenges

umd-feature-extraction

Feature extraction on the UMD image dataset

waylongo