Part A1 , B1 , B2 - Submitted by KAUSTUBH TAPI 10346.
Part A2 , B3 , B4 - Submitted by MONIT KANWAT Y9345.

Images uploaded here(Hindi Numerals)

  • image 1
  • image 2
  • image 3

    • PART-A

    A.1

  • a)Cluster- 1 and 7(1-green ,7-blue) (image)
  • a)Cluster- 1 and 7(1-green ,7-blue) (code)
  • b)Cluster- 4 and 9(4-green ,9-blue) (image)
  • b)Cluster- 4 and 9(4-green ,9-blue) (code)
  • c)All digits (image)
  • c)All digits (code)

    • A.2

  • a)Cluster- 1 and 7(1-green ,7-blue) (image)
  • a)Cluster- 1 and 7(1-green ,7-blue) (code)
  • b)Cluster- 4 and 9(4-green ,9-blue) (image)
  • b)Cluster- 4 and 9(4-green ,9-blue) (code)
  • c)All digits (image)
  • c)All digits (code)

  • Explanation for PART-A

    • PART-B

  • Explanation for parts- B.1 , B.2 , B.4

    • B.1

  • Residual Error Curve
  • 2-D Isomap
  • CODE

    • B.2

  • Residual Error Curve
  • 2-D Isomap
  • CODE

    • B.3

  • Diagram
  • Values of angles

    • B.4

  • Residual Error Curve
  • 2-D Isomap
  • CODE

    RESOURCES

  • Isomap.m
  • L2_distance.m
  • tangent_d.m
  • loadDigits.m
  • loadImageData.m