peraktong

IEEE_fraud_detection

Our repository for Kaggle competition "IEEE Fraud detection"

Trace_merger_history_TNG

Trace merger history for TNG

anomaly_detection

Jason's homebrew anomaly detection algorithm

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

LEETCODE_Jason

Jason's naive solutions for LEETCODE

Multi_thread_examples

Multi-thread optimization for some common uses.

Passion

An anomaly detection model for time series data

bhm_lecture

Lecture notes and accompanying Python code for Computational Data Analysis guest lecture

Calculate-mAP-for-object-detection

Jason's toy model for calculating mAP

Central_detector_NN

Jason's toy model for central galaxt detection using machine learning algorithm

cs231n.github.io

Public facing notes page

faceswap-GAN

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Galaxy_halo_connector

A simple model

GAN

Google_colab

Basic examples about how to use Google Colab

GroupFinder

keras-retinanet

Keras implementation of RetinaNet object detection.

lambda-tensorflow-benchmark

LSTM_example

Jason's toy model for LSTM Neural network using Keras

LSTM_predict_merger_history

Jason's toy model for predicting halo mass from merger tree in TNG100

mockFactory

Python implementation of mockFactory

NAB

The Numenta Anomaly Benchmark

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

Pandas_exercise

Jason's Pandas examples

pass_argument_to_hdf5_command_line

pySHAM

Jason's abundance matching code

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-gpu-install-ubuntu-16.04

Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning

Test

Test codes