function-graph
python-audio-copilot-training-using-function-knowledge-graphs
Python Copilot Audio Training using Global Functions with Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each global function has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the associated source code file_path… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-function-knowledge-graphs.python-image-copilot-training-using-function-knowledge-graphs
Python Copilot Image Training using Function Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 134357
Size: 130.5 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{
"dbytes": "binary"… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-function-knowledge-graphs.Simplified_FunctionGraph-LaTeX
Simplified FunctionGraph-LaTeX
This dataset is a simplified preview version of teaching a model the relationship between functions graphs and mathematical functions.
The functions were generated randomly; see: Simplified_FunctionGraph-LaTeX.ipynb.
function_graphMasked_FunctionGraph-LaTeX
Elementary Functions MaskedGraph-LaTeX
This dataset was created to teach the model to "decompose" complex functions into elementary functions, isolating their pieces as elementary functions by associating masks with complex functions.
For elementary functions (such as cos, sin, x^n), a single mask was used. This way, the model understands that curvilinear and linear functions should only receive a single mask.
For more complex functions with multiple monomials, the graphs were… See the full description on the dataset page: https://huggingface.co/datasets/Croc-Prog-HF/Masked_FunctionGraph-LaTeX.function-graphs-tr