Junmo An's repositories
find-optimal-threshold
Find optimal threshold for ROC Curve and Precision-Recall Curve
handwritingBCI
Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"
similarities-calculation
Similarities Calculation Functions
REST-API-examples
REST APIs examples
RecSys-MovieLens
Recommender Systems with Machine Learning using MovieLens Dataset
neural-style-transfer-VGG19
Neural Style Transfer using VGG19
imdb-review-sentiment-classifier
IMDB Review Sentiment Classifiers
time-series-analysis
Codes for Time Series Analysis
seq2seq-English2Korean
Machine Translation from English to Korean using Sequence-to-Sequence Learning
mnist-RNN-LSTM
MNIST Dataset Classifier using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) networks (>99%)
image-classification-MobileNet
Image Classification using Pretrained MobileNet Model
cifar10-CNN-ResNet-DenseNet
CIFAR-10 Dataset Classifier using Convolutional Neural Network (CNN), ResNet, and DenseNet (>94%)
cifar10-automatic-colorization-Autoencoder
Automatic Colorization with Autoencoder using CIFAR-10 Dataset
rock-paper-scissors-classifier
Rock, Paper, and Scissors Classification
machine-learning-data-science-cheat-sheets
Cheat Sheets of Machine Learning and Python
awesome-python-data-science
Probably the best curated list of data science software in Python.
awesome-public-datasets
A topic-centric list of HQ open datasets.
eeg-eyes-closed-open-alpha-wave
EEG differences between eyes-closed and eyes-open
human-activity-recognition_RBFSVM
Human Activity Recognition using Grid Search and Radial Basis Function (RBF) kernel SVM
activity-recognition-from-single-chest-mounted-accelerometer
Activity Recognition from Single Chest-Mounted Accelerometer Dataset using a Variety of Classifiers
heart-disease-prediction-RF-MLP
Heart Disease Prediction using Decision Tree classifier, Grid Search, and Multi-Layer Perceptron (MLP)
credit-card-fraud-detection
Credit Card Fraud Detection with a variety of classifiers
eeg-alcohol
Analysis with the EEG-Alcohol dataset which contains EEG data for two groups (Alcoholic vs. Control Group)
emg-hand-gestures-classification
EMG Hand Gestures Classification using a variety of classifiers
kaggle-dont-overfit-ii
Kaggle Don't Overfit! II with a variety of classifiers
eeg-feeling-emotions-LSTM
EEG Feeling Emotions Classification using LSTM
eeg-confused-RF-SVM-DT-XGBoost-CatBoost
Confused EEG Classification using Random Forest, Support Vector Machine, Decision Tree, XGBoost, and CatBoost
LSTM-examples
LSTM Examples
bible-semantic-similarity-Gensim
Semantic Similarity with KJV Bible using Gensim FastText