peraktong
PhD, New York University, Cosmology Physics SenseTime senior researcher NLP, Statistics, Reinforcement learning
http://physics.as.nyu.edu/page/homeNew York
Pinned Repositories
anomaly_detection
Jason's homebrew anomaly detection algorithm
IEEE_fraud_detection
Our repository for Kaggle competition "IEEE Fraud detection"
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
LEETCODE_Jason
Jason's naive solutions for LEETCODE
LSTM_predict_merger_history
Jason's toy model for predicting halo mass from merger tree in TNG100
Multi_thread_examples
Multi-thread optimization for some common uses.
Passion
An anomaly detection model for time series data
Trace_merger_history_TNG
Trace merger history for TNG
peraktong's Repositories
peraktong/IEEE_fraud_detection
Our repository for Kaggle competition "IEEE Fraud detection"
peraktong/LSTM_predict_merger_history
Jason's toy model for predicting halo mass from merger tree in TNG100
peraktong/Trace_merger_history_TNG
Trace merger history for TNG
peraktong/anomaly_detection
Jason's homebrew anomaly detection algorithm
peraktong/keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
peraktong/LEETCODE_Jason
Jason's naive solutions for LEETCODE
peraktong/Multi_thread_examples
Multi-thread optimization for some common uses.
peraktong/Passion
An anomaly detection model for time series data
peraktong/bhm_lecture
Lecture notes and accompanying Python code for Computational Data Analysis guest lecture
peraktong/Calculate-mAP-for-object-detection
Jason's toy model for calculating mAP
peraktong/Central_detector_NN
Jason's toy model for central galaxt detection using machine learning algorithm
peraktong/cs231n.github.io
Public facing notes page
peraktong/faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
peraktong/Galaxy_halo_connector
A simple model
peraktong/GAN
peraktong/Google_colab
Basic examples about how to use Google Colab
peraktong/GroupFinder
peraktong/keras-retinanet
Keras implementation of RetinaNet object detection.
peraktong/lambda-tensorflow-benchmark
peraktong/LSTM_example
Jason's toy model for LSTM Neural network using Keras
peraktong/mockFactory
Python implementation of mockFactory
peraktong/NAB
The Numenta Anomaly Benchmark
peraktong/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
peraktong/notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
peraktong/Pandas_exercise
Jason's Pandas examples
peraktong/pass_argument_to_hdf5_command_line
peraktong/pySHAM
Jason's abundance matching code
peraktong/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
peraktong/tensorflow-gpu-install-ubuntu-16.04
Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning
peraktong/Test
Test codes