GitHub - minhvoio/baymin: LLM tool-agent benchmarking for Bayesian network reasoning - natural language querying of BNs via Chain-of-thought and tool-calling

Name		Name	Last commit message	Last commit date
Latest commit History 190 Commits
archives		archives
benchmarking		benchmarking
bn_helpers		bn_helpers
bni		bni
bni_netica		bni_netica
llm_helper		llm_helper
nets		nets
ollama		ollama
results		results
sbatch_log		sbatch_log
testing		testing
.DS_Store		.DS_Store
.env.example		.env.example
.gitignore		.gitignore
__init__.py		__init__.py
baymin_test_log.csv		baymin_test_log.csv
benchmarking.ipynb		benchmarking.ipynb
benchmarking_all_models_net1030.py		benchmarking_all_models_net1030.py
benchmarking_all_models_net60.py		benchmarking_all_models_net60.py
benchmarking_baymin.py		benchmarking_baymin.py
benchmarking_plot.ipynb		benchmarking_plot.ipynb
benchmarking_table.ipynb		benchmarking_table.ipynb
environment.yml		environment.yml
performance_table.tex		performance_table.tex
raw_model_test_log_net1030.csv		raw_model_test_log_net1030.csv
raw_model_test_log_net60.csv		raw_model_test_log_net60.csv
requirements.txt		requirements.txt
run_benchmark_all_net1030.slurm		run_benchmark_all_net1030.slurm
run_benchmark_all_net60.slurm		run_benchmark_all_net60.slurm
run_benchmark_baymin.slurm		run_benchmark_baymin.slurm
test_bni_netica.py		test_bni_netica.py
test_log.csv		test_log.csv

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LLM tool-agent benchmarking for Bayesian network reasoning - natural language querying of BNs via Chain-of-thought and tool-calling

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