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v0.2.0 #10

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jono merged 11 commits from v0.2.0-dev into main 2025-06-17 18:36:26 +00:00
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README.md
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@ -60,13 +60,18 @@ df1 = f1.derivative()
print(f"Derivative of f1: {df1}") print(f"Derivative of f1: {df1}")
# > Derivative of f1: 4x - 3 # > Derivative of f1: 4x - 3
# 4. Find roots analytically using the quadratic formula # 4. Get the 2nd derivative: 4
df1 = f1.nth_derivative(2)
print(f"2nd Derivative of f1: {df1}")
# > Derivative of f1: 4
# 5. Find roots analytically using the quadratic formula
# This is exact and fast for degree-2 polynomials. # This is exact and fast for degree-2 polynomials.
roots_analytic = quadratic_solve(f1) roots_analytic = quadratic_solve(f1)
print(f"Analytic roots: {sorted(roots_analytic)}") print(f"Analytic roots: {sorted(roots_analytic)}")
# > Analytic roots: [-1.0, 2.5] # > Analytic roots: [-1.0, 2.5]
# 5. Find roots with the genetic algorithm (CPU) # 6. Find roots with the genetic algorithm (CPU)
# This can solve polynomials of any degree. # This can solve polynomials of any degree.
ga_opts = GA_Options(num_of_generations=20) ga_opts = GA_Options(num_of_generations=20)
roots_ga = f1.get_real_roots(ga_opts, use_cuda=False) roots_ga = f1.get_real_roots(ga_opts, use_cuda=False)