Modular Forms

A creative toolkit for exploring modular forms and elliptic curves through Sonic Pi.

Project Status

This is a pre-alpha release of modular_forms. At this stage, only a subset of core mathematical definitions and operations is implemented.

Future updates might include a DSL, depending on how the library is used and the interest from the community. A key challenge lies in creating musical mappings that stay true to the underlying mathematics while also sounding intentional, expressive, and naturally fitting within a musical structure.

Features

• Accessible to both musicians and coders: No math expertise required. Create musical patterns, rhythms, timbres, and harmonies by experimenting with mathematical ideas and turning them into sound and effects intuitively.
• Interactive Educational Resource: Use Sonic Pi to discover introductory number theory in a hands-on, immersive way, gaining insights into abstract concepts through math in action.

Purpose and Scope

Overview

Given the vastness of the field, this tool intentionally focuses on a limited subset of definitions, without covering all aspects of each.

• List of implemented modules:
  • Eisenstein Series
  • Eta Functions and Eta Quotients
  • Theta Functions
  • Ramanujan Tau Function
  • J-Function
  • Hecke Operators
  • SL(2,Z) Group
  • Dirichlet Characters
  • Elliptic Curves over Rationals
  • Elliptic Curves over Finite Fields
  • Newform Invariants
  • L-functions
  • p-adic Fields
  • Number Fields

Not Optimized for Computational Efficiency

This library is designed for creative exploration rather than maximum computational efficiency. It is not intended to replace specialized mathematical software optimized for heavy or large-scale computations. Instead, it draws inspiration from tools like SageMath, Pari/GP, and the LMFDB database.

Goal

The goal is simple: to provide an accessible and creative starting point for those who wish to explore, learn, and uncover new ideas, regardless of their mathematical background.

Installation

You can install the modular_forms gem directly from RubyGems or clone it from GitHub.

bash gem install modular_forms

If you are use Ruby, then import via rb require 'modular_forms'

If you are using Sonic Pi, replace <PATH> with the directory path to the modular_forms.rb file inside the gem installation on your system. You can find the full path by running:

bash gem which modular_forms

Then require the file like this:

rb require "<PATH>/modular_forms.rb"

How to use?

Explore Fermat’s Last Theorem in Sonic Pi

The Taniyama–Shimura Conjecture (now the Modularity Theorem), proven for semistable cases by Andrew Wiles, connects elliptic curves over the rationals to modular forms. This profound result was crucial in proving Fermat’s Last Theorem.

For example, we can explore the relationship between the elliptic curve 144.a3 and the newform orbit 144.2.a.a through their L-function, L(E, s) = L(f, s), in a musical sense.

```rb require "/modular_forms.rb"

Set precision for the Fourier q-expansion

prec = 20

Construct a weight 2 newform as an eta quotient

n = ModularForms.dedekindetapow(12, prec, 12) d1 = ModularForms.dedekindetapow(4, prec, 6) d2 = ModularForms.dedekindetapow(4, prec, 24) etaprod = ModularForms.etaproduct(d1, d2)

newform = ModularForms.etaquotient(n, etaprod, prec)

Define the elliptic curve E over F_p

p = 13 ellc = ModularForms.ellipticcurvefp(p, [0, -1]) # y^2 = x^3 - 1 points = ModularForms.cardinality_fp(ellc) # count points on E mod p

Compute the modular coefficient a_p of L-function(E, s)

ap = ModularForms.ap(p, points)

Sonify the modular relationship

liveloop :modularitymusic do play (chord (:a3 + ap), :m11)[newform.ring.tick], amp: ap, release: 0.125 sleep 0.125 end ```

Merging Machine and Organism - Warp Up

Unlike the structured Fermat example, this finite loop explores more abstract territory, using multiple concepts to create a sonic landscape that, while grounded in mathematical principles, goes beyond conventional musical forms.

```rb require "/modular_forms.rb"

p = 3 eisensteinmelody = ModularForms.eisensteinseries(8) e8 = eisensteinmelody.take(58) heckeop = ModularForms.heckeoperatorprimenoncusp(e8, p, 8, 20)

ellc = ModularForms.ellipticcurveq([2, 5]) disc = ModularForms.discriminant_q(ellc)

jfunc = ModularForms.jfunction(40) newformac = ModularForms.analyticconductor(15, 2) pol = ModularForms.defpol2deg(41)

x = 7 dirichletchargroup = .each do |i| dirichletchargroup << ModularForms.conreyppminus1(x, i) end

(disc * -1).times do synth :zawa, note: ModularForms.zetacoeffsdeg2(dirichletchargroup, 30) .tick(:zeta) + 72, amp: rrand(0.3, 0.6)

synth :subpulse, note: ModularForms.padicvaluation(eisensteinmelody.next, p) % 7 + 70, release: 0.25 if (spread (disc % 6), 7).tick(:d)

synth :chiplead, note: heckeop.tick(:tp) % 7 + 50, release: newformac, attack: newform_ac

synth :fm, note: ModularForms.gausssumtriv(5, jfunc.tick(:j)) + 51, release: 0.25, attack: 0.012, pan: ModularForms.analyticconductor(jfunc.look % 15, 4) * rrandi(-1, 1) if spread(ModularForms.gamma1_index(p), 11).tick(:g)

sample 90, release: 0.125 if pol.tick == 'x' sample :ambidrone, beatstretch: 0.7 if pol.look == '*' sample :bassdropc, release: 0.125 if pol.look == '6'

sleep ModularForms.padic_norm(p, p) end ```

Implemented Modular Forms, Elliptic Curves, and Related Definitions

Eisenstein Series

1. ModularForms.eisenstein_series(weight_k, galois_field = nil)
2. ModularForms.eisenstein_series_product(weight_k1, weight_k2, prec)
3. ModularForms.eisenstein_series_pow(weight_k, power, prec)

Eta Functions and Eta Quotients

1. ModularForms.dedekind_eta_function(m_scale = 1, pentagonal_coefs = false)
2. ModularForms.dedekind_eta_pow(power, prec, m_scale = 1)
3. ModularForms.dedekind_sum(h, k)
4. ModularForms.eta_product(eta1, eta2, prec = nil)
5. ModularForms.eta_quotient(num_eta, den_eta, prec)

Theta Functions

1. ModularForms.jacobi_theta_function(jacobi_index = 3, square_coefs = false)
2. ModularForms.jacobi_theta_function_pow(jacobi_index, power, prec)

Ramanujan Tau Function

1. ModularForms.ramanujan_tau_function

J-Function

1. ModularForms.j_function(prec)

Hecke Operators

1. ModularForms.hecke_operator_prime_non_cusp(non_cusp_form_arr, prime, weight_k, prec)
2. ModularForms.hecke_operator_prime_cusp(cusp_form_arr, prime, weight_k, prec)

SL(2,Z) Group

1. ModularForms.t_gen_matrix(n_power)
2. ModularForms.s_gen_matrix(n_power)
3. ModularForms.u_gen_matrix(mod_n)
4. ModularForms.st_gen_matrix(n_power)
5. ModularForms.product_gen_mats(gen_mat_a, gen_mat_b)
6. ModularForms.gamma0_index(n)
7. ModularForms.gamma1_index(n)

Dirichlet Characters

1. ModularForms.dirichlet_trivchar(modq, a)
2. ModularForms.conrey_p_pminus1(modp, a)
3. ModularForms.gauss_sum_triv(dirichlet_q, a)
4. ModularForms.gauss_sum_conrey_p_minus1(dirichlet_q, a, parity)

Elliptic Curves over Rationals

1. ModularForms.elliptic_curve_q(coefs)
2. ModularForms.discriminant_q(curve)
3. ModularForms.j_invariant_q(curve)
4. ModularForms.point_on_curve_q?(curve, point)
5. ModularForms.point_addition_q(curve, p, q)
6. ModularForms.scalar_mul_point_q(curve, n, point)
7. ModularForms.isogeny_2deg_q(curve, point_2tor)
8. ModularForms.isogeny_ndeg_q(curve, point_ntor, order)
9. ModularForms.weil_height(x_point)
10. ModularForms.canonical_height(curve, point, prec = 64)

Elliptic Curves over Finite Fields

1. ModularForms.elliptic_curve_fp(p, coefs)
2. ModularForms.point_on_curve_modp?(curve, point)
3. ModularForms.discriminant_modp(curve)
4. ModularForms.j_invariant_modp(curve)
5. ModularForms.point_addition_modp(curve, p_point, q_point)
6. ModularForms.scalar_mul_point_modp(curve, n, point)
7. ModularForms.points_fp(curve, point_at_infinity = false)
8. ModularForms.cardinality_fp(curve)
9. ModularForms.quadratic_twist_fp(curve)

Newform Invariants

1. ModularForms.analytic_conductor(level_n, weight_k)

L-functions

1. ModularForms.a_p(p, cardinality)

p-adic Fields

1. ModularForms.padic_valuation(num_b10, p)
2. ModularForms.padic_norm(num_b10, p)
3. ModularForms.padic_expansion(num_b10, p, prec = 11, reverse_trim = false)
4. ModularForms.def_pol_2deg(p = 2, c = 0, num = 1)

Number Fields

1. ModularForms.zeta_coeffs_deg2(dirichlet_char_group, n)

Testing

Install dependencies first:

bash bundle install

This project features a comprehensive Minitest suite covering core functionality across modules. While not all edge cases are tested, the main mathematical functions are well validated to ensure correctness and stability.

Run tests with: bash rake test