Create README.md

README.md

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+---
+language:
+- en
+license: apache-2.0
+task_categories:
+- image-classification
+- image-to-text
+- computer-vision
+- table-regression
+- tabular-classification
+tags:
+- mathematics
+- number-theory
+- elliptic-curves
+- bsd-conjecture
+- scientific-computing
+- algebraic-geometry
+- multimodal
+- time-lapse
+- geometry
+- number-theory
+-  elliptic-curves
+size_categories:
+- 100K<n<1M
+---
+
+## BSD Conjecture Dataset
+
+The BSD conjecture dataset concerns the Birch and Swinnerton-Dyer (BSD) Conjecture, a Millennium Prize problem in number 
+theory. It typically contains numerical data on elliptic curves, such as coefficients, ranks, and L-function values, relevant for 
+computational verification or machine learning applications in arithmetic geometry. The Birch and Swinnerton-Dyer (BSD) Conjecture 
+Dataset is a collection of computational data relating to elliptic curves and their associated L-functions. This dataset is designed 
+to support machine learning research in arithmetic geometry, specifically for predicting properties like the rank of an elliptic 
+curve from its analytic invariants.Dataset SummaryThe Birch and Swinnerton-Dyer conjecture is a Millennium Prize Problem that 
+connects the algebraic rank of an elliptic curve to the behavior of its L-function at a critical point. This dataset provides the 
+necessary numerical features (coefficients, conductors, and L-values) to explore these relationships empirically.Supported TasksRank 
+Regression: Predict the algebraic rank of an elliptic curve as a continuous or integer value based on analytic data.Analytic Rank 
+Classification: Classify curves into rank categories (e.g., Rank 0 vs. Rank 1).Feature Exploration: Study the correlation between 
+coefficients \(a_{1},a_{2},\dots \) and the curve's global invariants.Dataset StructureThe data is typically provided in a tabular 
+format (CSV or Parquet). 
+
+Common columns include:
+
+curve_id: 
+
+Unique identifier for the elliptic curve.
+
+coefficients:
+
+The \([a_{1},a_{2},a_{3},a_{4},a_{6}]\) coefficients defining the curve.
+
+conductor: 
+
+The conductor \(N\) of the curve.rank: 
+
+The algebraic rank (target variable).l_value: The value or derivative of the L-function at \(s=1\).
+
+
+If you use this dataset in your research, please cite the original repository:
+
+bibtex@misc{bsd_conjecture_dataset,
+  author = {webxos},
+  title = {Birch and Swinnerton-Dyer Conjecture Dataset},
+  year = {2026},
+  publisher = {webXOS},
+  journal = {2026},
+  howpublished = {\url{webxos.netlify.app}}
+}