foton.py overhaul

• Added instafoton-style filter search
• Completed binding of FilterDesign class
• Added frequency response calculation
• Improved docstrings
• Deprecated iirutils filter conversion functions
• Dropped indexing sections by name (use find_name method instead)
• Dropped serialize_filters (imprecise and very little-used)