Analyst at hammerdirt's repositories
IQAASL-End-0f-Sampling-2021
Analysis and data of beach-litter-surveys in Switzerland 2015-2021. Notebooks and maps for documenting and producing basic analysis of survey results.
cantonal_reports
Extenstion of IQAASL to cantonal reports with estimated values for 2024
finding-one-object
Using Bayes theoreom to determine the probability of finding an object on the beach. An analysis over six years and hundreds of surveys
langholzwald
langholzwald
scikit-learn
scikit-learn: machine learning in Python
botanysandtable
Evaluation of variables and scenarios urban botanical biodiversity
django-rest-pandas
📊📈 Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)
qualite-deau
The record of water quality monitoring in the Baye de Montreux by Hackuarium. Original manuscript was published.
solid-waste-team
The new home of the data collected by the students from the EPFL. Bayesian grid approximation of expected values year over year. Manuscript submitted for peer review.
DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC code
flora-buckets
Documenting urban biodiversity
generative_ai_with_langchain
Build large language model (LLM) apps with Python, ChatGPT and other models. This is the companion repository for the book on generative AI with LangChain.
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
hdbot
Hammerdirt botany project
iqaasl-review
review of iqaasl changes
litterassistant
Reporting scheme for litter survey data
pykan
Kolmogorov Arnold Networks
pymc
Bayesian Modeling and Probabilistic Programming in Python
shotgunshells
The probability of finding a shotgunshell on the shores of Lake Geneva, Switzerland.
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.