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100-days-of-ml-code

100 Days of ML Coding

abm-in-visum

ABM-in-Visum: a collaborative project for activity-based transport demand modelling within the PTV Visum software hosted by Swiss Federal Railways (SBB).

abnormal-spatiotemporal-ae

Codes for "Abnormal Event Detection in Videos using Spatiotemporal Autoencoder".

abnormal_event_detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

activitysim

An Open Platform for Activity-Based Travel Modeling

activitysim_resources

ActivitySim resources

ae_ts

Auto encoder for time series

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-deep-learning-papers

The most cited deep learning papers

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

breakoutdetection

Breakout Detection via Robust E-Statistics

bus-plan

BusPlan: An open source effort to help students ride less time to get to school on time, and save our public school systems money through optimizations to their bus schedules.

changepy

Time series changepoint detection

dag-factory

Dynamically generate Apache Airflow DAGs from YAML configuration files

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network

deep-eta-murat

Implementation of "Multi-task Representation Learning for Travel Time Estimation"

flightforecastmlops

An end-to-end MLOps Pipeline, from data ingestion to inference. Powered by Azure, FastAPI, Apache Airflow, Streamlit and Sklearn.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

javascript

JavaScript Style Guide

kaggle-past-solutions

A searchable compilation of Kaggle past solutions

kaggle-web-traffic

1st place solution

lac-household-travel-surveys-report

A catalogue of descriptive statistics for 6 Latin American cities, obtained from their respective household travel surveys.

matsim-sbb

matsim-sbb-extensions

matsim swiss rail

mckinseyhack2017

McKinsey Analytics Hackathon 18 Nov 2017

mobility_analysis

Analysis of GPS mobility datasets for disaster risk management and urban planning.

mobilkit

A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data

momentum

Open source codes from the EU H2020 project MOMENTUM

multimodal-emotion-recognition

A real time Multimodal Emotion Recognition web app for text, sound and video inputs

osrm-backend

Open Source Routing Machine - C++ backend