hammerdirt-analyst
The data science portion of evaluating count data from environmental observations.
hammerdirtBiel/Bienne, Switzerland
Pinned Repositories
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
intro_to_python
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.
iqals
Collection of workbooks for analysis of beach litter surveys in Switzerland
landuse
Using topographic attributes to identify zones of accumulation. Based on count data using EU protocol. Submitted for peer review.
langholzwald
langholzwald
qualite-deau
The record of water quality monitoring in the Baye de Montreux by Hackuarium. Original manuscript was published.
scikit-learn
scikit-learn: machine learning in Python
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.
hammerdirt-analyst's Repositories
hammerdirt-analyst/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.
hammerdirt-analyst/cantonal_reports
Extenstion of IQAASL to cantonal reports with estimated values for 2024
hammerdirt-analyst/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
hammerdirt-analyst/langholzwald
langholzwald
hammerdirt-analyst/scikit-learn
scikit-learn: machine learning in Python
hammerdirt-analyst/botanysandtable
Evaluation of variables and scenarios urban botanical biodiversity
hammerdirt-analyst/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)
hammerdirt-analyst/fdclass
hammerdirt-analyst/fhgproducts
hammerdirt-analyst/landuse
Using topographic attributes to identify zones of accumulation. Based on count data using EU protocol. Submitted for peer review.
hammerdirt-analyst/qualite-deau
The record of water quality monitoring in the Baye de Montreux by Hackuarium. Original manuscript was published.
hammerdirt-analyst/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.
hammerdirt-analyst/DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC code
hammerdirt-analyst/feb_2024
Inventory of visible plastics in the natural environment.
hammerdirt-analyst/flora-buckets
Documenting urban biodiversity
hammerdirt-analyst/GenAiGuidebook
hammerdirt-analyst/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.
hammerdirt-analyst/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.
hammerdirt-analyst/hdbot
Hammerdirt botany project
hammerdirt-analyst/iqaasl-review
review of iqaasl changes
hammerdirt-analyst/litterassistant
Reporting scheme for litter survey data
hammerdirt-analyst/llama3
The official Meta Llama 3 GitHub site
hammerdirt-analyst/plastock
probable density of plastics on the shore of lake geneva
hammerdirt-analyst/pykan
Kolmogorov Arnold Networks
hammerdirt-analyst/pymc
Bayesian Modeling and Probabilistic Programming in Python
hammerdirt-analyst/pymc-bart
hammerdirt-analyst/shotgunshells
The probability of finding a shotgunshell on the shores of Lake Geneva, Switzerland.
hammerdirt-analyst/spacecraft-pose-object-detection-runtime
hammerdirt-analyst/ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
hammerdirt-analyst/timeseries-2021