LiTangqing's repositories
Cleaned-OC-NN
Cleaned the code from the original OC NN repo: https://github.com/raghavchalapathy/oc-nn
random-coefficient-logit-for-panel-data
Implemented in R. Used built-in dataset Yogurt from mlogit library
ResistanceBot
a telegram bot for the Resistance
ABN_CelebA
ABN for facial attributes recognition
auto-command
A python implementation of sending command through serial ports and writing feedback into cvs file
Choice-Model-Consumer-Stockpiling-Behaviour
Dynamic model using Bellman equation
efficient_frontier
Markowitz portfolio optimisation (efficient frontier) in Python
forex-trading-with-RNN-in-R
A simple forex trading algorithm using RNN. Implemented in R.
Spatial-Lag-Regression-in-R
Produced in R. Self simulated data with spatial correlation. Implemented Moran's I and spatial lag regression.
data-science-ipython-notebooks
Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Deep-Learning-Keras-Tensorflow-PyCon-Israel-2017
Long live PyCon Israel!
easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
gradient_descent
implementation of gradient descent algorithm in python
hierarchical-attention-networks
TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"
Implement-ML-Algorithms
Playground for myself to implement some of the classic ml Algos + notes from watching Caltech CS156 by prof Yaser Abu-Mostafa.
predict-sales-rossman
my attempt to predict sales for the corresponding Kaggle challenge. used xgboost.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
scrapper_twitter
scrappers in Python wrote by myself to get tweets for various purposes.
serialplot
A python GUI that plots serial data in real time. Used with embedded systems. Uses matplotlib and pyserial
StochasticModelCheatsheet
My summary and cheatsheet for DSC3215 Stochastic Model from NUS; originally coded in latex.
Stocktalk
Data collection toolkit for social media analytics
Tcp-Input-Monitor
A simple python implementation to record the time gap between 2 consecutive TCP input from server. Result is plotted and saved as png file.
tensorflow-workshop
This repo contains materials for use in a TensorFlow workshop.
YonahCoolerMan-Wifi-communication-
Android App for Vaccine Box Temperature Logging system