--- a/assignment2021scala/core1/README.md	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,6 +0,0 @@
-# assignment2021scala - Core 1
-
-* deadline: 21 January, 5pm
-* [coursework description](https://nms.kcl.ac.uk/christian.urban/core_cw01.pdf)
-* reference jar:
-    [collatz.jar](https://nms.kcl.ac.uk/christian.urban/collatz.jar)
\ No newline at end of file

--- a/assignment2021scala/core1/collatz.scala	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,45 +0,0 @@
-// Core Part 1 about the 3n+1 conjecture
-//============================================
-
-object C1 {
-
-//(1) Complete the collatz function below. It should
-//    recursively calculate the number of steps needed 
-//    until the collatz series reaches the number 1.
-//    If needed, you can use an auxiliary function that
-//    performs the recursion. The function should expect
-//    arguments in the range of 1 to 1 Million.
-
-def collatz(n: Long) : Long = ???
-
-
-//(2) Complete the collatz_max function below. It should
-//    calculate how many steps are needed for each number 
-//    from 1 up to a bound and then calculate the maximum number of
-//    steps and the corresponding number that needs that many 
-//    steps. Again, you should expect bounds in the range of 1
-//    up to 1 Million. The first component of the pair is
-//    the maximum number of steps and the second is the 
-//    corresponding number.
-
-def collatz_max(bnd: Long) : (Long, Long) = ???
-
-//(3) Implement a function that calculates the last_odd
-//    number in a collatz series.  For this implement an
-//    is_pow_of_two function which tests whether a number 
-//    is a power of two. The function is_hard calculates 
-//    whether 3n + 1 is a power of two. Again you can
-//    assume the input ranges between 1 and 1 Million,
-//    and also assume that the input of last_odd will not 
-//    be a power of 2.
-
-def is_pow_of_two(n: Long) : Boolean = ???
-
-def is_hard(n: Long) : Boolean = ???
-
-def last_odd(n: Long) : Long = ???
-
-}
-
-
-

--- a/assignment2021scala/core2/README.md	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,6 +0,0 @@
-# assignment2021scala - Core 2
-
-* deadline: 21 January, 5pm
-* [coursework description](https://nms.kcl.ac.uk/christian.urban/core_cw02.pdf)
-* reference jar:
-    [docdiff.jar](https://nms.kcl.ac.uk/christian.urban/docdiff.jar)
\ No newline at end of file

--- a/assignment2021scala/core2/docdiff.scala	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,115 +0,0 @@
-// Core Part 2 about Code Similarity
-//===================================
-
-
-object C2 { 
-
-
-//(1) Complete the clean function below. It should find
-//    all words in a string using the regular expression
-//    \w+  and the library function 
-//
-//         some_regex.findAllIn(some_string)
-//
-//    The words should be Returned as a list of strings.
-
-
-def clean(s: String) : List[String] = ???
-  
-
-
-//(2) The function occurrences calculates the number of times  
-//    strings occur in a list of strings. These occurrences should 
-//    be calculated as a Map from strings to integers.
-
-
-def occurrences(xs: List[String]): Map[String, Int] = ???
-
-
-//(3) This functions calculates the dot-product of two documents
-//    (list of strings). For this it calculates the occurrence
-//    maps from (2) and then multiplies the corresponding occurrences. 
-//    If a string does not occur in a document, the product is zero.
-//    The function finally sums up all products. 
-
-
-def prod(lst1: List[String], lst2: List[String]) : Int = ???
-
-
-//(4) Complete the functions overlap and similarity. The overlap of
-//    two documents is calculated by the formula given in the assignment
-//    description. The similarity of two strings is given by the overlap
-//    of the cleaned strings (see (1)).  
-
-
-def overlap(lst1: List[String], lst2: List[String]) : Double = ???
-
-def similarity(s1: String, s2: String) : Double = ???
-
-
-
-/* Test cases
-
-
-val list1 = List("a", "b", "b", "c", "d") 
-val list2 = List("d", "b", "d", "b", "d")
-
-occurrences(List("a", "b", "b", "c", "d"))   // Map(a -> 1, b -> 2, c -> 1, d -> 1)
-occurrences(List("d", "b", "d", "b", "d"))   // Map(d -> 3, b -> 2)
-
-prod(list1,list2) // 7 
-
-overlap(list1, list2)   // 0.5384615384615384
-overlap(list2, list1)   // 0.5384615384615384
-overlap(list1, list1)   // 1.0
-overlap(list2, list2)   // 1.0
-
-// Plagiarism examples from 
-// https://desales.libguides.com/avoidingplagiarism/examples
-
-val orig1 = """There is a strong market demand for eco-tourism in
-Australia. Its rich and diverse natural heritage ensures Australia's
-capacity to attract international ecotourists and gives Australia a
-comparative advantage in the highly competitive tourism industry."""
-
-val plag1 = """There is a high market demand for eco-tourism in
-Australia. Australia has a comparative advantage in the highly
-competitive tourism industry due to its rich and varied natural
-heritage which ensures Australia's capacity to attract international
-ecotourists."""
-
-similarity(orig1, plag1) // 0.8679245283018868
-
-
-// Plagiarism examples from 
-// https://www.utc.edu/library/help/tutorials/plagiarism/examples-of-plagiarism.php
-
-val orig2 = """No oil spill is entirely benign. Depending on timing and
-location, even a relatively minor spill can cause significant harm to
-individual organisms and entire populations. Oil spills can cause
-impacts over a range of time scales, from days to years, or even
-decades for certain spills. Impacts are typically divided into acute
-(short-term) and chronic (long-term) effects. Both types are part of a
-complicated and often controversial equation that is addressed after
-an oil spill: ecosystem recovery."""
-
-val plag2 = """There is no such thing as a "good" oil spill. If the
-time and place are just right, even a small oil spill can cause damage
-to sensitive ecosystems. Further, spills can cause harm days, months,
-years, or even decades after they occur. Because of this, spills are
-usually broken into short-term (acute) and long-term (chronic)
-effects. Both of these types of harm must be addressed in ecosystem
-recovery: a controversial tactic that is often implemented immediately
-following an oil spill."""
-
-overlap(clean(orig2), clean(plag2))  // 0.728
-similarity(orig2, plag2)             // 0.728
-
-
- 
-// The punchline: everything above 0.6 looks suspicious and 
-// should be investigated by staff.
-
-*/
-
-}

--- a/assignment2021scala/core3/README.md	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,7 +0,0 @@
-# assignment2021scala - Core 3
-
-* deadline: 21 January, 5pm
-* [coursework description](https://nms.kcl.ac.uk/christian.urban/core_cw03.pdf)
-* reference jar:
-    [postfix.jar](https://nms.kcl.ac.uk/christian.urban/postfix.jar),
-    [postfix2.jar](https://nms.kcl.ac.uk/christian.urban/postfix2.jar)
\ No newline at end of file

--- a/assignment2021scala/core3/postfix.scala	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,81 +0,0 @@
-// Shunting Yard Algorithm
-// by Edsger Dijkstra
-// ========================
-
-object C3a {
-
-// type of tokens
-type Toks = List[String]
-
-// the operations in the basic version of the algorithm
-val ops = List("+", "-", "*", "/")
-
-// the precedences of the operators
-val precs = Map("+" -> 1,
-		"-" -> 1,
-		"*" -> 2,
-		"/" -> 2)
-
-// helper function for splitting strings into tokens
-def split(s: String) : Toks = s.split(" ").toList
-
-
-// (1) Implement below the shunting yard algorithm. The most
-// convenient way to this in Scala is to implement a recursive 
-// function and to heavily use pattern matching. The function syard 
-// takes some input tokens as first argument. The second and third 
-// arguments represent the stack and the output of the shunting yard 
-// algorithm.
-//
-// In the marking, you can assume the function is called only with 
-// an empty stack and an empty output list. You can also assume the
-// input os  only properly formatted (infix) arithmetic expressions
-// (all parentheses will be well-nested, the input only contains 
-// operators and numbers).
-
-// You can implement any additional helper function you need. I found 
-// it helpful to implement two auxiliary functions for the pattern matching:  
-// 
-
-def is_op(op: String) : Boolean = ???
-def prec(op1: String, op2: String) : Boolean = ???
-
-
-def syard(toks: Toks, st: Toks = Nil, out: Toks = Nil) : Toks = ???
-
-
-// test cases
-//syard(split("3 + 4 * ( 2 - 1 )"))  // 3 4 2 1 - * +
-//syard(split("10 + 12 * 33"))       // 10 12 33 * +
-//syard(split("( 5 + 7 ) * 2"))      // 5 7 + 2 *
-//syard(split("5 + 7 / 2"))          // 5 7 2 / +
-//syard(split("5 * 7 / 2"))          // 5 7 * 2 /
-//syard(split("9 + 24 / ( 7 - 3 )")) // 9 24 7 3 - / +
-
-//syard(split("3 + 4 + 5"))           // 3 4 + 5 +
-//syard(split("( ( 3 + 4 ) + 5 )"))    // 3 4 + 5 +
-//syard(split("( 3 + ( 4 + 5 ) )"))    // 3 4 5 + +
-//syard(split("( ( ( 3 ) ) + ( ( 4 + ( 5 ) ) ) )")) // 3 4 5 + +
-
- 
-// (2) Implement a compute function that evaluates an input list
-// in postfix notation. This function takes a list of tokens
-// and a stack as argumenta. The function should produce the 
-// result as an integer using the stack. You can assume 
-// this function will be only called with proper postfix 
-// expressions.    
-
-def compute(toks: Toks, st: List[Int] = Nil) : Int = ???
-
-
-// test cases
-// compute(syard(split("3 + 4 * ( 2 - 1 )")))  // 7
-// compute(syard(split("10 + 12 * 33")))       // 406
-// compute(syard(split("( 5 + 7 ) * 2")))      // 24
-// compute(syard(split("5 + 7 / 2")))          // 8
-// compute(syard(split("5 * 7 / 2")))          // 17
-// compute(syard(split("9 + 24 / ( 7 - 3 )"))) // 15
-
-}
-
-

--- a/assignment2021scala/core3/postfix2.scala	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,69 +0,0 @@
-// Shunting Yard Algorithm 
-// including Associativity for Operators 
-// =====================================
-
-object C3b {
-
-
-// type of tokens
-type Toks = List[String]
-
-// helper function for splitting strings into tokens
-def split(s: String) : Toks = s.split(" ").toList
-
-// left- and right-associativity
-abstract class Assoc
-case object LA extends Assoc
-case object RA extends Assoc
-
-
-// power is right-associative,
-// everything else is left-associative
-def assoc(s: String) : Assoc = s match {
-  case "^" => RA
-  case _ => LA
-}
-
-
-// the precedences of the operators
-val precs = Map("+" -> 1,
-  		"-" -> 1,
-		"*" -> 2,
-		"/" -> 2,
-                "^" -> 4)
-
-// the operations in the basic version of the algorithm
-val ops = List("+", "-", "*", "/", "^")
-
-// (3) Implement the extended version of the shunting yard algorithm.
-// This version should properly account for the fact that the power 
-// operation is right-associative. Apart from the extension to include
-// the power operation, you can make the same assumptions as in 
-// basic version.
-
-def syard(toks: Toks, st: Toks = Nil, out: Toks = Nil) : Toks = ???
-
-
-// test cases
-// syard(split("3 + 4 * 8 / ( 5 - 1 ) ^ 2 ^ 3"))  // 3 4 8 * 5 1 - 2 3 ^ ^ / +
-
-
-// (4) Implement a compute function that produces an Int for an
-// input list of tokens in postfix notation.
-
-def compute(toks: Toks, st: List[Int] = Nil) : Int = ???
-
-
-// test cases
-// compute(syard(split("3 + 4 * ( 2 - 1 )")))   // 7
-// compute(syard(split("10 + 12 * 33")))       // 406
-// compute(syard(split("( 5 + 7 ) * 2")))      // 24
-// compute(syard(split("5 + 7 / 2")))          // 8
-// compute(syard(split("5 * 7 / 2")))          // 17
-// compute(syard(split("9 + 24 / ( 7 - 3 )"))) // 15
-// compute(syard(split("4 ^ 3 ^ 2")))      // 262144
-// compute(syard(split("4 ^ ( 3 ^ 2 )")))  // 262144
-// compute(syard(split("( 4 ^ 3 ) ^ 2")))  // 4096
-// compute(syard(split("( 3 + 1 ) ^ 2 ^ 3")))   // 65536
-
-}

--- a/assignment2021scala/main1/AAPL.csv	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,807 +0,0 @@
-Date,Adj Close
-1981-01-02,0.492630
-1981-01-05,0.481921
-1981-01-06,0.460502
-1981-01-07,0.440868
-1981-01-08,0.431944
-1981-01-09,0.455147
-1981-01-12,0.451577
-1981-01-13,0.435513
-1981-01-14,0.437298
-1981-01-15,0.446223
-1981-01-16,0.442653
-1981-01-19,0.469426
-1981-01-20,0.455147
-1981-01-21,0.464072
-1981-01-22,0.469426
-1981-01-23,0.467641
-1981-01-26,0.460502
-1981-01-27,0.456932
-1981-01-28,0.442653
-1981-01-29,0.426589
-1981-01-30,0.403385
-1982-01-04,0.314141
-1982-01-05,0.298077
-1982-01-06,0.294507
-1982-01-07,0.271303
-1982-01-08,0.283798
-1982-01-11,0.265949
-1982-01-12,0.257024
-1982-01-13,0.255239
-1982-01-14,0.267734
-1982-01-15,0.285583
-1982-01-18,0.290937
-1982-01-19,0.283798
-1982-01-20,0.289152
-1982-01-21,0.294507
-1982-01-22,0.296292
-1982-01-25,0.287367
-1982-01-26,0.276658
-1982-01-27,0.278443
-1982-01-28,0.287367
-1982-01-29,0.290937
-1983-01-03,0.406955
-1983-01-04,0.430159
-1983-01-05,0.431944
-1983-01-06,0.415880
-1983-01-07,0.392676
-1983-01-10,0.410525
-1983-01-11,0.415880
-1983-01-12,0.439083
-1983-01-13,0.439083
-1983-01-14,0.471211
-1983-01-17,0.487276
-1983-01-18,0.476566
-1983-01-19,0.480136
-1983-01-20,0.533683
-1983-01-21,0.533683
-1983-01-24,0.503339
-1983-01-25,0.522973
-1983-01-26,0.544392
-1983-01-27,0.581875
-1983-01-28,0.585444
-1983-01-31,0.583660
-1984-01-03,0.365903
-1984-01-04,0.398031
-1984-01-05,0.403385
-1984-01-06,0.396246
-1984-01-09,0.374827
-1984-01-10,0.394461
-1984-01-11,0.399816
-1984-01-12,0.398031
-1984-01-13,0.389106
-1984-01-16,0.398031
-1984-01-17,0.408740
-1984-01-18,0.410525
-1984-01-19,0.414095
-1984-01-20,0.408740
-1984-01-23,0.412310
-1984-01-24,0.389106
-1984-01-25,0.385536
-1984-01-26,0.394461
-1984-01-27,0.373042
-1984-01-30,0.353408
-1984-01-31,0.353408
-1985-01-02,0.398031
-1985-01-03,0.405170
-1985-01-04,0.405170
-1985-01-07,0.403385
-1985-01-08,0.399816
-1985-01-09,0.410525
-1985-01-10,0.428374
-1985-01-11,0.424804
-1985-01-14,0.437298
-1985-01-15,0.428374
-1985-01-16,0.431944
-1985-01-17,0.401601
-1985-01-18,0.408740
-1985-01-21,0.417665
-1985-01-22,0.430159
-1985-01-23,0.423019
-1985-01-24,0.414095
-1985-01-25,0.423019
-1985-01-28,0.431944
-1985-01-29,0.426589
-1985-01-30,0.426589
-1985-01-31,0.414095
-1986-01-02,0.317711
-1986-01-03,0.319496
-1986-01-06,0.317711
-1986-01-07,0.328420
-1986-01-08,0.326635
-1986-01-09,0.323065
-1986-01-10,0.324850
-1986-01-13,0.328420
-1986-01-14,0.331990
-1986-01-15,0.340914
-1986-01-16,0.349839
-1986-01-17,0.342699
-1986-01-20,0.340914
-1986-01-21,0.342699
-1986-01-22,0.333775
-1986-01-23,0.328420
-1986-01-24,0.323065
-1986-01-27,0.315926
-1986-01-28,0.317711
-1986-01-29,0.337344
-1986-01-30,0.328420
-1986-01-31,0.330205
-1987-01-02,0.583660
-1987-01-05,0.614003
-1987-01-06,0.624712
-1987-01-07,0.638991
-1987-01-08,0.638991
-1987-01-09,0.647915
-1987-01-12,0.649700
-1987-01-13,0.637206
-1987-01-14,0.687183
-1987-01-15,0.712172
-1987-01-16,0.696107
-1987-01-19,0.758579
-1987-01-20,0.737160
-1987-01-21,0.699677
-1987-01-22,0.749654
-1987-01-23,0.717526
-1987-01-26,0.710387
-1987-01-27,0.753224
-1987-01-28,0.790707
-1987-01-29,0.772858
-1987-01-30,0.792491
-1988-01-04,1.284374
-1988-01-05,1.280786
-1988-01-06,1.255673
-1988-01-07,1.277199
-1988-01-08,1.148044
-1988-01-11,1.219796
-1988-01-12,1.205446
-1988-01-13,1.212621
-1988-01-14,1.212621
-1988-01-15,1.230559
-1988-01-18,1.226972
-1988-01-19,1.226972
-1988-01-20,1.140868
-1988-01-21,1.151631
-1988-01-22,1.126518
-1988-01-25,1.173157
-1988-01-26,1.140868
-1988-01-27,1.140868
-1988-01-28,1.183919
-1988-01-29,1.191095
-1989-01-03,1.168666
-1989-01-04,1.215702
-1989-01-05,1.222939
-1989-01-06,1.233793
-1989-01-09,1.244647
-1989-01-10,1.233793
-1989-01-11,1.219320
-1989-01-12,1.237411
-1989-01-13,1.251884
-1989-01-16,1.266356
-1989-01-17,1.168666
-1989-01-18,1.150575
-1989-01-19,1.172284
-1989-01-20,1.186757
-1989-01-23,1.186757
-1989-01-24,1.204848
-1989-01-25,1.201229
-1989-01-26,1.208466
-1989-01-27,1.089066
-1989-01-30,1.081830
-1989-01-31,1.092685
-1990-01-02,1.088798
-1990-01-03,1.096105
-1990-01-04,1.099759
-1990-01-05,1.103412
-1990-01-08,1.110720
-1990-01-09,1.099759
-1990-01-10,1.052261
-1990-01-11,1.008417
-1990-01-12,1.008417
-1990-01-15,1.001109
-1990-01-16,1.019378
-1990-01-17,0.971880
-1990-01-18,0.946304
-1990-01-19,1.001109
-1990-01-22,0.971880
-1990-01-23,0.986494
-1990-01-24,0.993802
-1990-01-25,0.997456
-1990-01-26,0.957265
-1990-01-29,0.971880
-1990-01-30,0.993802
-1990-01-31,0.993802
-1991-01-02,1.287284
-1991-01-03,1.272488
-1991-01-04,1.279886
-1991-01-07,1.279886
-1991-01-08,1.279886
-1991-01-09,1.339072
-1991-01-10,1.394558
-1991-01-11,1.390859
-1991-01-14,1.368664
-1991-01-15,1.383461
-1991-01-16,1.472239
-1991-01-17,1.516628
-1991-01-18,1.487036
-1991-01-21,1.501831
-1991-01-22,1.516628
-1991-01-23,1.531424
-1991-01-24,1.542522
-1991-01-25,1.583211
-1991-01-28,1.612804
-1991-01-29,1.590610
-1991-01-30,1.642398
-1991-01-31,1.642398
-1992-01-02,1.777269
-1992-01-03,1.762334
-1992-01-06,1.732463
-1992-01-07,1.766068
-1992-01-08,1.807139
-1992-01-09,1.859411
-1992-01-10,1.859411
-1992-01-13,1.851944
-1992-01-14,1.926619
-1992-01-15,1.896749
-1992-01-16,1.874346
-1992-01-17,1.934087
-1992-01-20,1.911684
-1992-01-21,1.825807
-1992-01-22,1.896749
-1992-01-23,1.926619
-1992-01-24,1.930353
-1992-01-27,1.926619
-1992-01-28,1.949021
-1992-01-29,1.889282
-1992-01-30,1.904217
-1992-01-31,1.934087
-1993-01-04,1.755134
-1993-01-05,1.785265
-1993-01-06,1.860593
-1993-01-07,1.837995
-1993-01-08,1.875659
-1993-01-11,1.932155
-1993-01-12,1.853060
-1993-01-13,1.913323
-1993-01-14,1.958519
-1993-01-15,1.815396
-1993-01-18,1.792798
-1993-01-19,1.800331
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--- a/assignment2021scala/main1/AIV.csv	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,511 +0,0 @@
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--- a/assignment2021scala/main1/AMT.csv	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
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--- a/assignment2021scala/main1/BIDU.csv	Fri Apr 26 17:29:30 2024 +0100
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
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