Yanjie's repositories
activitysim
An Open Platform for Activity-Based Travel Modeling
aspen
Aspen is a markup language for turning text into graph data (via Cypher for Neo4j).
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
char-RNN-TensorFlow
Building a Character-wise RNN with TensorFlow
Creating-maps-in-R
Introductory tutorial on graphical display of geographical information in R.
DataScientist
for the coursera course
DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
matsim
Multi-Agent Transport Simulation
mesa
Mesa is a agent-based modeling framework in Python
MLatImperial2016
Materials for the course of machine learning at Imperial College organized by YSDA
Model-Development
contains development scripts for my model
nn-from-scratch
Implementing a Neural Network from Scratch
nn-theano
Speed up your Neural Network with Theano and the GPU
Py2NetLogo
Using Py4J to create a way to call NetLogo from Python
repastcity
Automatically exported from code.google.com/p/repastcity
spatial-microsim-book
Working directory of code, sample data and content of a book on 'spatial microsimulation' to be published by CRC Press.
STF-RNN
Keras implementation of STF-RNN: Space Time Features-based Recurrent Neural Network for Predicting People Next Location
Streets4MPI
A street traffic simulation example project for MPI-based parallel computing in Python.
synthpop
Synthetic populations from census data
tensorflow
Computation using data flow graphs for scalable machine learning
transxchange2gtfs
tool to convert transxchange data into a GTFS feed
tweepy
Twitter for Python!
urban-informatics-and-visualization
Urban Informatics and Visualization (UC Berkeley CP255)
word-prediction
Auto generate text using Markov models.