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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

cavsim

CAVSim: a traffic simulator for connected and automated vehicles (CAVs)

codats

Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)

followme

Code repo for "FollowMe: Vehicle Behaviour Prediction in Autonomous Vehicle Settings"

gan-q-learning

Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874

git-practice

hw-

implementation-of-the-frank-wolfe-algorithm

The purpose this project is to implement the Frank-Wolfe Algorithm for transportation network analysis. The next section summarizes the key steps involved in the Python coding process, followed by two traffic assignment applications. The report is concluded with a discussion of findings and future plans.

in-class-git-practice

For use in UWSEDS Autumn 2018 Git/Github lectures.

jupyterworkflow

JupyterWorkflow Example

keras-gan

Keras implementations of Generative Adversarial Networks.

machinelearningtaxidata

Testing out Machine Learning using Tensorflow

mad-gans

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

netease-to-youtube-or-spotify

迁移你的网易云歌单到 Apple Music, Youtube or Spotify. Easily transfer your Netease music playlist to Apple Music, Youtube or Spotify

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

nyc-taxi-cab-clustering

pedestrian_yielding_data_mn

Pedestrian yielding data from 18 intersection in Minnesota, USA

pinn_ode_tutorial

pise

Physics Informed State Estimation, built on Dr. Maziar Raissi's work on PINN: https://maziarraissi.github.io/PINNs/

pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

pytod

TOD: GPU-accelerated Outlier Detection via Tensor Operations

simulations_iv24

Simulate mixed traffic on a ring road to analyze interactions between human-driven and ACC-equipped vehicles under various conditions, including disruptions.

staeiou.github.io

Github pages

starter-hugo-academic

tianyi-hugo-academic

tianyi17.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

timeeval-algorithms

Time series anomaly detection algorithm implementations for TimeEval (Docker-based)

timeeval-gui

[Read-Only Mirror] Benchmarking Toolkit for Time Series Anomaly Detection Algorithms using TimeEval and GutenTAG

tods

TODS: An Automated Time-series Outlier Detection System