LaTeX Drafting with Data Science Background
Budget: ₹600 – ₹1,500 INR
I have several data-science projects that need to be turned into clean, publication-ready LaTeX documents while also running the accompanying simulations and producing high-quality plots. The workflow is threefold: first, draft the sections in LaTeX, weaving in mathematical notation where needed; second, run and refine “other” data-science simulations (they are not simple statistical or off-the-shelf ML model runs but custom analyses written in Python); and third, generate figures directly from the code so they drop seamlessly into the manuscript.
A strong background in statistics and machine learning is important because I will hand over notebooks that assume familiarity with concepts such as cross-validation, optimization routines, and probabilistic modelling. You will tidy up the code where necessary, execute the simulations, capture the outputs, and style the plots so they match the document’s formatting conventions.
Deliverables:
• A compiled PDF and corresponding .tex source for each section
• Well-commented Python scripts/notebooks that reproduce the simulations
• Vector graphics (PDF/PGF or EPS) of all plots, already referenced in the LaTeX
I am looking for concise, reproducible work: when I run `make`, everything—from simulation through final PDF—should build without manual intervention.
A strong background in statistics and machine learning is important because I will hand over notebooks that assume familiarity with concepts such as cross-validation, optimization routines, and probabilistic modelling. You will tidy up the code where necessary, execute the simulations, capture the outputs, and style the plots so they match the document’s formatting conventions.
Deliverables:
• A compiled PDF and corresponding .tex source for each section
• Well-commented Python scripts/notebooks that reproduce the simulations
• Vector graphics (PDF/PGF or EPS) of all plots, already referenced in the LaTeX
I am looking for concise, reproducible work: when I run `make`, everything—from simulation through final PDF—should build without manual intervention.