Einlang, a math-intuitive programming language designed for numerical operations, including automatic differentiation and recurrence relations.
Raw Developer Origin & Technical Request
Hacker News
Apr 21, 2026
With Einlang, you can write codes aslet x = [ [[1.0, 2.0], [3.0, 4.0]],
[[5.0, 6.0], [7.0, 8.0]]
];let row_sums[..batch, i] = sum[j](x[..batch, i, j]);let loss = sum[..batch, i](row_sums[..batch, i] * row_sums[..batch, i]);let dloss_dx = @loss / @x;Einlang also supports recurrence. You can write codes likelet alpha = 0.25;let x[0] = 8.0;let x[k in 1..6] = { let prev = x[k - 1];
let loss = prev * prev;
let g = @loss / @prev;
prev - alpha * g
};
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