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/AnniesLasso
The Cannon 2: Compressed sensing edition
peraktong/astroML
Machine learning, statistics, and data mining for astronomy and astrophysics
peraktong/BolshoiTrees
My IPYNB for processing Bolshoi Trees into SEM usable files
peraktong/brew
🍺 The missing package manager for macOS
peraktong/Cannon-Experiment
Add three parameters to the fit spectrum model
peraktong/CannonRV
Still under construction
peraktong/clustering_code
Code for clustering from redshift survey data.
peraktong/computationalAstrophysics
Random code samples for various astrophysical simulations.
peraktong/CUTE
Correlation Utilities and Two-point Estimation
peraktong/Data_Analysis_course
peraktong/GlobularClusters
Theoretical models of the formation of globular clusters in dark matter halos.
peraktong/High_energy_astronomy_HW
peraktong/hmf
Python halo mass function calculator
peraktong/kdtree
A Python implementation of a kd-tree
peraktong/lanczos
peraktong/leetcode
LeetCode Problems' Solutions
peraktong/leetcode-1
LeetCode题解,151道题完整版
peraktong/Leetcode_algorithm
Jason's poor c++ code
peraktong/PRNet
The source code of 'Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network'.
peraktong/PyAstronomy
A collection of astronomy-related routines in Python
peraktong/python-cheat-sheet
Python for Data Science - NumPy, Pandas, SciKit Learn ...
peraktong/Read_hdf5_c_plus_plus
peraktong/rebound
An open-source multi-purpose N-body code
peraktong/SMHM
Stellar Mass Halo Mass
peraktong/SNRmodels
Python and Windows executables for SNR modelling program
peraktong/tensorflow-face-detection
A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
peraktong/TheCannon
a data-driven method for determining stellar parameters and abundances from stellar spectra
peraktong/VM
peraktong/WIKI_SMHM
peraktong/youtube-video-face-swap
The aim of this project ist to perform a face swap on a youtube video almost automatically.