October Amavasya or Mahalaya Amavasya marks the culmination of Pitru Paksha, a 15-day period devoted to performing rituals and offering prayers for the departed souls of family members, seeking peace and liberation of them. Mahalaya Amavasya is considered the most powerful day to perform Shradh and Tarpan for the peace and liberation of their souls.