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
feb_2024
Llm assisted reporting of field observations. Builds reports from standard set of analysis.
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.
landuse
Using topographic attributes to identify zones of accumulation. Based on count data using EU protocol. Submitted for peer review.
langholzwald
langholzwald
onboardllm
An llm endpoint for local inference. Uses google-gemma-2-2b and huggingface transformers
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/reporter_demo
hammerdirt-analyst/scikit-learn
scikit-learn: machine learning in Python
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/feb_2024
Llm assisted reporting of field observations. Builds reports from standard set of analysis.
hammerdirt-analyst/landuse
Using topographic attributes to identify zones of accumulation. Based on count data using EU protocol. Submitted for peer review.
hammerdirt-analyst/onboardllm
An llm endpoint for local inference. Uses google-gemma-2-2b and huggingface transformers
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/flora-buckets
Documenting urban biodiversity
hammerdirt-analyst/GenAI_Agents
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.
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/ionic-framework
A powerful cross-platform UI toolkit for building native-quality iOS, Android, and Progressive Web Apps with HTML, CSS, and JavaScript.
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/Streamlit-x-LangGraph-Cookbooks
Streamlit and LangGraph Intersection Starters, LangGraph with Streamlit, Streamlit with LangGraph
hammerdirt-analyst/swarm
Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.