Nina Wiedemann (NinaWie)

NinaWie

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mie-lab

Nina Wiedemann's starred repositories

snman

SNMan is an under-development Python toolkit that lets you analyze street networks and model radical urban mobility transitions. It lets you export the updated street networks in OSM format that can be used in a transport modelling tool of your choice (e.g., MATSim, SUMO, etc.).

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web-llm

High-performance In-browser LLM Inference Engine

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pyWATTS

pyWATTS: Python Workflow Automation Tool for Time-Series

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gpxfix

A python GUI that helps you to repair the GPX file of your outdoor activity. Helpful if, e.g: (1) your device ran out of battery, (2) you lost GPS signal during the activity, (3) you forgot to unpause after having a break or (4) you forgot to start the tracking at the beginning of your activity

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pyaxis

PC-Axis statistical data format to Python Pandas dataframe converter

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gt4sd-core

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

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mobility-baselines

Baselines and benchmarks for spatio-temporal forecasting problems in transportation.

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UCTB

An Open Source Spatio-Temporal Prediction Package

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mbrl-lib

Library for Model Based RL

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generalizer

Using autoencoders to force ANNs to generalize.

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NeurIPS2021-traffic4cast

Code accompanying our NeurIPS 2021 traffic4cast challenge

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yupi

Python package designed for collecting and processing trajectory data.

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globalwarmingpotentials

Global Warming Potentials as assessed by the IPCC in CSV format, and as Python and Node modules

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paccmann_kinase_binding_residues

Comparison of active site and full kinase sequences for drug-target affinity prediction and molecular generation. Full paper: https://pubs.acs.org/doi/10.1021/acs.jcim.1c00889

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trackintel

trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.

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gym-pybullet-drones

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

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manim

Animation engine for explanatory math videos

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high_mpc

Policy Search for Model Predictive Control with Application to Agile Drone Flight

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deluca

Performant, differentiable reinforcement learning

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Inverted-Pendulum-Deep-Reinforcement-Learning-PSO

Swarm Particle Optimization to balance a cart pole.

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greentastic_backend

An iOS app for transportation comparison

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google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

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