Pinned Repositories
aas
Code to accompany Advanced Analytics with Spark from O'Reilly Media
AE_ts
Auto encoder for time series
AGPPVAE
Adversarial Gaussian Process Prior Variational Autoencoder
Automatic-Parking
Automatic parking with Reinforcement Learning (Q learning with epsilon greedy algorithm) in simulation. A parking environment is created in both Matplotlib and Gazebo.
GCGRNN
Graph Convolutional Neural Networks with Data-driven Graph Filter (GCNN-DDGF)
machine-learning-notes-1
机器学习笔记
medium_posts
traffic_uncertainty
VTP
Vehicle Trajectory Prediction with Deep Learning Models
leilin-research's Repositories
leilin-research/traffic_uncertainty
leilin-research/AE_ts
Auto encoder for time series
leilin-research/AIMSUN_with_AVs
This repository includes the source code for simulating traffic in AIMSUN with autonomous vehicles.
leilin-research/android
CycleStreets is a UK-wide cycle journey planner system, which lets you plan routes from A to B to C by bike. It is designed by cyclists, for cyclists, and caters for the needs of both confident and less confident cyclists. The Android app brings CycleStreets routing and turn-by-turn live navigation to your phone.
leilin-research/Axelrod
A research tool for the Iterated Prisoner's Dilemma
leilin-research/bayesian-neural-network-blogpost
Building a Bayesian deep learning classifier
leilin-research/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
leilin-research/Code
开发者课堂课程资料
leilin-research/core
TrafficSenseMSD is an open-source traffic light performance tuning and optimization tool.
leilin-research/Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras
iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data
leilin-research/DCRNN
Implementation of Diffusion Convolutional Recurrent Neural Network
leilin-research/Deep-HiTS
leilin-research/DLS_meetup_2018_02
Contains all presentations for Deep Learning Sydney Meetup 2018 02
leilin-research/flight-delays
Transfer learning for flight-delay prediction via variational autoencoders in Keras
leilin-research/Google-Directions-Android
This project allows you to calculate the route between two locations and displays it on a map.
leilin-research/GPSMachineLearning
leilin-research/GraduationProject
Graduation Project (Trajectory-Based Statistical Forwarding for Multihop Infrastructure-to-Vehicle Data Delivery)
leilin-research/graphhopper
An open source route planning library and server using OpenStreetMap.
leilin-research/Link-Travel-Time-prediction
To predict travel time duration for Rome roads using LSTM neuaral Networks (Time series analysis)
leilin-research/Machine-Learning-6.867-homework
leilin-research/MachineLearning
Machine learning resources
leilin-research/movsimAI
Reinforcement Learning for Traffic Disruption
leilin-research/mvtboost
Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.
leilin-research/osmdroid
OpenStreetMap-Tools for Android
leilin-research/ParkCatcher
Find a free parking in the nearest residential street when driving in Montréal. A Montréal Open Data project.
leilin-research/pico
A minimalistic framework for fast object detection (with a pre-trained face detector)
leilin-research/pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
leilin-research/TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
leilin-research/TI-pooling
TI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks
leilin-research/VariationalRecurrentNeuralNetwork
Pytorch implementation of the Variational Recurrent Neural Network (VRNN).