jonas-nothnagel Goto Github PK

bachelorarbeit

berlin-auslanderbehorde-termin-bot

A bot to hit the webpage of the Berliner Ausländerbehörde until you can get an appointment

cadi-ai

This is an open source version of the CADI AI software.

cbi-disaster-analysis

Repo for analysing contributions of the private sector to disaster risk management.

closeddomainqa

Experimental Closed Domain QA Pipeline to build an application that allows to ask open questions to UN project documents.

dicra

Data in Climate Resilient Agriculture (DiCRA) is a collaborative digital public good which provides open access to key geospatial datasets pertinent to climate resilient agriculture. These datasets are curated and validated through collaborative efforts of hundreds of data scientists and citizen scientists across the world.

digital_technologies_radar

SDG AI Lab in partnership with UNDP DRT and CBi has developed an online tool – a Frontier Technology Radar for Disaster Risk Reduction (FTR4DRR), which allows for the systematic tracking and understanding of frontier technologies as they are developed. This would categorize technological solutions according to their technology type, disaster/crisis type and maturity level. Moreover, it is expected that the tool developed would encourage knowledge and experience-sharing among development stakeholders on the use of frontier technologies in disaster and conflict contexts. The Frontier Technology Radar for Disaster Risk Reduction (FTR4DRR) aims to highlight the potential of technological solutions in disaster contexts to those working in the fields of risk reduction, response and recovery. It supports development stakeholders to navigate the variety of existing and emerging technologies and their possible use cases.

hpc-infrastructure-access

Gives information on how to access High-Performance Computing infrastructure

informer

A Telegram Mass Surveillance Bot in Python

lamwo-electrification-project

landslide_hesotech

metanllb-gpu-translation

Scripts to run large Meta NLLB models on DFKI GPU Cluster

ml-engineering

Reference code base for ML Engineering, Manning Publications

nlp-project-documents

Working Repo for building a set of models to automate the classification of project log-frames to a comprehensive taxonomy. Data can not be pushed yet.

pdf_parsing

policy_tracing

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

rag-pipelines

Repo for experimentations and testing RAG (retrieval augmented generation) pipelines for analysing Ugandan audit documents

sdg_text_classification

Machine Learning models to train on GPU cluster for classifying text according to the 17 Sustainable Development Goals

sdgailab.github.io

sdsn-tool

Development branch of Policy Tracking tool - Accepted submission to UN World Data Forum 2023

simple_cluster_and_topic_modeling

streamlit-heroku-template

Template to create ML apps using streamlit and deploy it on heroku

text-classification-feedback-loop

Deploys trained ML Text Classification models and allows for user feedback to iterate and improve performance over time.

undp-jobs

Analysis of all available UNDP Job postings over the last years

undp_sdg_ner