waylongo

cis-challenge-energy-prediction

My solution to solve the second IEEE-CIS technical challenge

denstream

Python implementation of DenStream clustering

drug-target-interaction

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

Gans-for-anomaly-detection

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

gmm-for-early-detection

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

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

mnist-cnn-numpy

Numpy implementation of the CNN on the MNIST dataset

predict-future-sale

Kaggle competition using traditional time series analysis, LSTM and XGBoost

sp1m-de

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

waylongo/denstream

Python implementation of DenStream clustering

waylongo/Gans-for-anomaly-detection

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

waylongo/predict-future-sale

Kaggle competition using traditional time series analysis, LSTM and XGBoost

waylongo/mnist-cnn-numpy

Numpy implementation of the CNN on the MNIST dataset

waylongo/cis-challenge-energy-prediction

My solution to solve the second IEEE-CIS technical challenge

waylongo/sp1m-de

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

waylongo/drug-target-interaction

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

waylongo/ieee-cis-fraud-detection

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

waylongo/lanl-earthquake-prediction

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

waylongo/wids-datathon-2020

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

waylongo/gmm-for-early-detection

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

waylongo/advanced-meachine-learning

Coursera advanced specialization in machine learning

waylongo/ashrae-energy-predictor

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

waylongo/big-data-case-competition

waylongo/config-files

waylongo/healthcare_features

Healthcare features extraction in Tiger Place using Pandas

waylongo/instant-gratification

(top 1%) Kaggle competition on classification problem

waylongo/kaggle_titanic

First attempt in Kaggle competition

waylongo/liverpool-ion-switching

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

waylongo/siim-isic-melanoma-classification

waylongo/takehome-data-challenges

waylongo/umd-feature-extraction

Feature extraction on the UMD image dataset

waylongo/waylongo