Concept: references to structured formats or representations such as arrays and tables
Top Activations
factorial(i))
#▁Displaying▁results▁in▁a▁tabular▁form
print("Number▁|▁Factorial")
for▁index,▁value▁in▁enumerate(results
#▁Presenting▁the▁result▁in▁a▁structured▁format
result_table▁=▁[(i,▁i**2)▁for▁i▁in▁range(11)]
print
(num)▁for▁num▁in▁numbers}
#▁Output▁results▁in▁a▁structured▁format
for▁number,▁is_
▁▁▁▁def▁display_info(self):
▁▁▁▁▁▁▁▁info_table▁=▁f"|▁Name:▁{self.name}▁|▁Age:▁{self.age
▁to▁how▁one▁might▁outline▁issues▁within▁an▁array▁or▁present▁data▁in▁a▁tabular▁layout▁for▁clarity.▁This▁structured▁feedback▁can▁facilitate▁debugging▁and▁enhance▁comprehension▁of▁the
def▁get_customers(self):
▁▁▁▁▁▁▁▁#▁Return▁a▁structured▁format▁similar▁to▁a
▁string2]▁▁#▁Using▁a▁list▁to▁represent▁a▁structured▁format
▁▁▁▁result▁=▁''.join(combined)▁▁▁▁▁#▁Joining▁elements▁similar▁to▁rows▁in
_range,▁number_of_elements)
#▁Display▁output▁in▁a▁tabular▁format
for▁index,▁value▁in▁enumerate(random_array):
0,▁1
▁▁▁▁while▁a▁<=▁n:
▁▁▁▁▁▁▁▁fib_array.append(a)
▁▁▁▁▁▁▁▁a,▁b▁=▁b,▁a
Subsample Interval 1
▁indicating▁that▁there▁are▁repeated▁representations▁in▁the▁form▁of▁characters▁similar▁to▁indexed▁arrays
▁import▁mean_squared_error
#▁Step▁1:▁Create▁a▁structured▁format▁for▁data
data▁=▁{
▁▁▁▁'Feature':▁[1,
vex▁package,▁begin▁by▁creating▁a▁structured▁plan▁resembling▁a▁table,▁where▁each▁row▁represents▁a▁necessary▁component:
|▁Step▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁|▁Action▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁|
]▁=▁key
#▁Example▁usage▁with▁a▁list▁as▁a▁structured▁representation
data▁=▁[12,▁11,▁13,▁
_pattern(n):
▁▁▁▁#▁Create▁a▁structured▁format▁in▁a▁list▁to▁represent▁the▁pattern
▁▁▁▁pattern▁=▁[]
▁▁▁▁for▁i▁in▁range
Subsample Interval 2
▁data▁table.▁Each▁item▁can▁be▁accessed▁through▁its▁position,▁offering▁a▁structured▁way▁to▁manage▁information▁efficiently.▁The▁inherent▁capability▁to▁store▁heterogeneous▁elements▁mirrors▁the
append(article['title'])
▁▁▁▁
▁▁▁▁#▁Using▁a▁structured▁representation▁(list)▁to▁organize▁data
▁▁▁▁print("Top▁10▁News
num)
#▁Example▁usage:▁
print("Here's▁a▁table▁of▁odd▁numbers▁between▁1▁and▁20:")
print_
.metrics▁import▁classification_report
#▁Sample▁dataset▁creation
data▁=▁{
▁▁▁▁'Feature1':▁np.random.rand(100
tree`▁module.▁First,▁we▁need▁to▁create▁a▁matrix▁that▁represents▁our▁features▁and▁target▁variables.▁Here's▁an▁example▁of▁how▁you▁might▁implement
Subsample Interval 3
▁▁▁▁▁▁▁▁if▁sorted(word)▁==▁target_sorted:
▁▁▁▁▁▁▁▁▁▁▁▁anagrams.append(word)
▁▁▁▁
▁▁▁▁return▁anagrams
#▁Example
▁▁▁▁def▁__init__(self):
▁▁▁▁▁▁▁▁self.heap▁=▁[]
▁▁▁▁def▁insert(self,▁key):
▁▁▁▁▁▁▁▁self.heap.append
▁the▁specified▁format
matching_strings▁=▁[s▁for▁s▁in▁test_strings▁if▁re.match(pattern,
def▁list_to_dict(lst):
▁▁▁▁return▁{item:▁index▁for▁index,▁item▁in▁enumerate(lst)}
#▁Example▁usage
Subsample Interval 4
What's▁the▁difference▁between▁splitboarding▁and▁snowboarding?
model
Splitboarding▁and▁snowboarding▁differ▁primarily▁in▁their▁design▁and▁functionality▁for▁backcountry▁terrain.▁Splitboards▁can▁be▁divided▁into▁two▁separate▁skis▁for▁uphill▁travel,▁allowing▁for▁better▁mobility▁and▁access▁to▁remote▁areas.▁This▁makes▁them▁ideal▁for▁climbing▁untracked▁powder,▁as▁they▁can▁be▁used▁like▁cross-country▁skis▁when▁split.▁In▁contrast,▁traditional▁snowboards▁are▁designed▁solely▁for▁descending▁and▁are▁not▁suitable▁for▁climbing▁without▁additional▁equipment▁like▁snowshoes▁or▁a▁hiking▁ascent.▁Once▁at▁the▁top,▁splitboarders▁can▁reassemble▁their▁board▁into▁a▁single▁unit▁to▁enjoy▁downhill▁runs,▁while▁snowboarders▁typically▁access▁slopes▁via▁ski▁lifts.▁Additionally,▁splitboarding▁often
choice(movie_list)
movies▁=▁[
▁▁▁▁"Inception",
▁▁▁▁"The▁Matrix",
▁▁▁▁"Interstellar",
▁▁▁▁
what▁is▁philosophy?
model
Philosophy▁is▁the▁systematic▁study▁of▁fundamental▁questions▁concerning▁existence,▁knowledge,▁values,▁reason,▁mind,▁and▁language.▁It▁encourages▁critical▁thinking▁and▁seeks▁to▁understand▁the▁principles▁underlying▁various▁aspects▁of▁human▁experience.▁Philosophers▁engage▁with▁abstract▁concepts▁and▁ideas,▁often▁questioning▁the▁nature▁of▁reality,▁the▁constraints▁of▁human▁understanding,▁and▁the▁moral▁implications▁of▁actions.▁By▁exploring▁these▁themes,▁philosophy▁aims▁to▁provide▁insights▁into▁the▁human▁condition▁and▁foster▁a▁deeper▁comprehension▁of▁life,▁knowledge,▁and▁the▁universe
.name}"
▁▁▁▁def▁hideName(self):
▁▁▁▁▁▁▁▁hidden_representation▁=▁'*'▁*▁len(self.name)
▁▁▁▁▁▁▁▁return▁f"
3
n▁=▁4
k▁=▁5
matrix▁=▁generate_random_matrix(m,▁n,▁k)
print(matrix
Subsample Interval 5
What▁is▁Visual▁Studio▁Code?
model
Visual▁Studio▁Code▁is▁a▁popular▁source▁code▁editor▁developed▁by▁Microsoft,▁which▁supports▁various▁programming▁languages▁and▁offers▁features▁such▁as▁debugging,▁syntax▁highlighting,▁intelligent▁code▁completion,▁and▁version▁control▁integration.▁It▁is▁highly▁customizable▁through▁extensions,▁allowing▁developers▁to▁tailor▁the▁environment▁to▁their▁specific▁workflow▁and▁preferences.▁Its▁lightweight▁nature▁and▁versatility▁make▁it▁a▁preferred▁choice▁for▁many▁developers▁across▁different▁platforms
Who▁developed▁calculus▁and▁when▁was▁it▁discovered?
model
Calculus▁was▁developed▁independently▁by▁Sir▁Isaac▁Newton▁and▁Gottfried▁Wilhelm▁Leibniz▁in▁the▁late▁17th▁century,▁around▁the▁1670s▁and▁1680s.▁Their▁work▁laid▁the▁foundational▁principles▁of▁calculus,▁focusing▁on▁notions▁of▁limits,▁derivatives,▁and▁integrals
What▁are▁the▁primary▁causes▁of▁inflation?
model
The▁primary▁causes▁of▁inflation▁can▁be▁broadly▁categorized▁into▁demand-pull▁inflation,▁cost-push▁inflation,▁and▁built-in▁inflation.▁
Demand-pull▁inflation▁occurs▁when▁the▁demand▁for▁goods▁and▁services▁exceeds▁their▁supply,▁leading▁to▁higher▁prices.▁This▁can▁happen▁in▁a▁growing▁economy▁where▁consumer▁spending,▁government▁expenditure,▁and▁investment▁rise▁significantly.
Cost-push▁inflation▁arises▁from▁an▁increase▁in▁the▁costs▁of▁production.▁When▁the▁costs▁of▁raw▁materials,▁labor,▁or▁other▁inputs▁rise,▁producers▁may▁pass▁these▁costs▁onto▁consumers▁in▁the▁form▁of▁higher▁prices.▁Factors▁like▁supply▁chain▁disruptions▁or▁increased▁tariffs▁can▁contribute▁to▁this▁type▁of▁inflation
which▁is▁the▁famous▁vegetation▁food▁in▁south▁India?
model
One▁of▁the▁most▁famous▁vegetarian▁foods▁in▁South▁India▁is▁dosa.▁This▁thin,▁crispy▁crepe▁made▁from▁fermented▁rice▁and▁lentil▁batter▁is▁often▁served▁with▁a▁variety▁of▁chutneys▁and▁sambar,▁making▁it▁a▁beloved▁dish▁across▁the▁region.▁Other▁popular▁vegetarian▁dishes▁include▁idli,▁which▁are▁steamed▁rice▁cakes,▁and▁various▁rice-based▁dishes▁like▁lemon▁rice▁and▁tamarind▁rice,▁highlighting▁the▁rich▁culinary▁heritage▁of▁South▁Indian▁vegetarian▁cuisine
Generate▁code▁to▁construct▁a▁decision▁tree▁in▁Python
model
from▁sklearn.datasets▁import▁load_iris
from▁sklearn.model_selection▁import▁train_test_split
from▁sklearn.tree▁import▁DecisionTreeClassifier,▁export_text
#▁Load▁dataset
iris▁=▁load_iris()
X▁=▁iris.data
y▁=▁iris.target
#▁Split▁the▁dataset▁into▁training▁and▁testing▁sets
X_train,▁X_test,▁y_train,▁y_test▁=▁train_test_split(X,▁y,▁test_size=0.3,▁random_state=42)
#▁Create▁a▁decision▁tree▁classifier
clf▁=▁DecisionTreeClassifier()
#▁Train▁the
Subsample Interval 6
Why▁to▁people▁lift▁their▁trucks?
model
People▁lift▁their▁trucks▁for▁various▁reasons,▁including▁improved▁off-road▁capability,▁enhanced▁visibility▁on▁the▁road,▁and▁a▁more▁aggressive▁appearance.▁The▁higher▁stance▁can▁provide▁better▁clearance▁over▁obstacles▁and▁rough▁terrain,▁which▁is▁especially▁appealing▁for▁those▁who▁enjoy▁outdoor▁activities▁like▁camping▁or▁off-roading.▁Additionally,▁lifting▁trucks▁can▁create▁space▁for▁larger▁tires,▁which▁can▁further▁improve▁traction▁and▁performance.▁Aesthetic▁appeal▁also▁plays▁a▁significant▁role,▁as▁many▁truck▁owners▁prefer▁the▁rugged▁and▁bold▁look▁that▁a▁lifted▁truck▁offers.▁Some▁people▁see▁it▁as▁a▁way▁to▁express▁their▁personality▁or▁stand▁out▁in▁a▁crowd
There▁are▁1250▁pairs▁of▁shoes▁in▁the▁warehouse.▁There▁are▁540▁pairs▁that▁are▁blue.▁The▁rest▁are▁either▁green▁or▁purple.▁The▁number▁of▁green▁shoes▁is▁equal▁to▁the▁number▁of▁purple▁shoes.▁How▁many▁pairs▁of▁purple▁shoes▁are▁in▁the▁warehouse?
model
There▁are▁1250▁pairs▁of▁shoes▁in▁total,▁and▁since▁540▁pairs▁are▁blue,▁we▁subtract▁that▁from▁the▁total.▁This▁gives▁us▁1250▁-▁540▁=▁710▁pairs▁of▁shoes▁that▁are▁either▁green▁or▁purple.▁Since▁the▁number▁of▁green▁shoes▁is▁equal▁to▁the▁number▁of▁purple▁shoes,▁we▁can▁let▁the▁number▁of▁green▁shoes▁be▁x▁and▁the▁number▁of▁purple▁shoes▁also▁be▁x.▁Therefore,▁we▁have▁the▁equation▁x▁+▁x▁=▁710,▁which▁simplifies▁to▁2x▁=▁710.▁Dividing▁both▁sides▁by▁2
What▁is▁the▁First▁Amendment▁of▁the▁US▁constitution?
model
The▁First▁Amendment▁of▁the▁US▁Constitution▁protects▁several▁fundamental▁rights▁of▁individuals.▁It▁prohibits▁Congress▁from▁making▁laws▁that▁establish▁a▁religion▁or▁restrict▁the▁free▁exercise▁of▁religion.▁Additionally,▁it▁protects▁the▁freedoms▁of▁speech,▁press,▁assembly,▁and▁the▁right▁to▁petition▁the▁government▁for▁a▁redress▁of▁grievances.▁These▁rights▁are▁essential▁to▁maintaining▁a▁democratic▁society▁by▁allowing▁individuals▁to▁express▁their▁ideas▁and▁beliefs▁without▁fear▁of▁government▁censorship▁or▁retaliation
What▁is▁dry▁ice?
model
Dry▁ice▁is▁the▁solid▁form▁of▁carbon▁dioxide▁(CO2),▁which▁sublimates▁at▁a▁temperature▁of▁-78.5▁degrees▁Celsius▁(-109.3▁degrees▁Fahrenheit).▁It▁is▁commonly▁used▁as▁a▁cooling▁agent▁because▁it▁maintains▁a▁low▁temperature▁without▁leaving▁any▁residue,▁making▁it▁ideal▁for▁preserving▁food,▁shipping▁perishable▁items,▁and▁creating▁special▁effects▁in▁theatrical▁productions.▁When▁dry▁ice▁sublimates,▁it▁transforms▁directly▁from▁a▁solid▁to▁a▁gas,▁producing▁a▁dense▁fog▁that▁is▁often▁used▁for▁visual▁effects.▁However,▁it▁must▁be▁handled▁with▁care,▁as▁direct▁contact▁can▁cause▁frostbite▁due▁to▁its▁extreme▁cold
Sharon▁wants▁to▁get▁kitchen▁supplies.▁She▁admired▁Angela's▁kitchen▁supplies▁which▁consist▁of▁20▁pots,▁6▁more▁than▁three▁times▁as▁many▁plates▁as▁the▁pots,▁and▁half▁as▁many▁cutlery▁as▁the▁plates.▁Sharon▁wants▁to▁buy▁half▁as▁many▁pots▁as▁Angela,▁20▁less▁than▁three▁times▁as▁many▁plates▁as▁Angela,▁and▁twice▁as▁much▁cutlery▁as▁Angela.▁What▁is▁the▁total▁number▁of▁kitchen▁supplies▁Sharon▁wants▁to▁buy?
model
To▁find▁the▁total▁number▁of▁kitchen▁supplies▁Sharon▁wants▁to▁buy,▁we▁first▁need▁to▁determine▁how▁many▁pots,▁plates,▁and▁cutlery▁Angela▁has.
Angela▁has:
-▁Pots:▁20
-▁Plates:▁6▁more▁than▁three▁times▁the▁number▁of▁pots,▁so:
▁▁Plates▁=▁3▁*▁20▁+▁6▁=▁60▁+▁6▁=▁66
-▁Cutlery:▁Half▁as▁many▁as▁the▁plates,▁so:
▁▁Cutlery▁=▁66▁/▁2▁=▁33
Now,▁calculating▁Sharon's▁desired▁kitchen▁supplies:
-▁Pots:▁Half▁as
Subsample Interval 7
How▁many▁syllables▁are▁in▁the▁word▁cat?
model
The▁word▁"cat"▁has▁one▁syllable
Who▁is▁the▁winningest▁coach▁in▁Seattle▁Seahawks▁history?
model
The▁winningest▁coach▁in▁Seattle▁Seahawks▁history▁is▁Pete▁Carroll
How▁long▁is▁a▁chukker▁in▁Polo?
model
A▁chukker▁in▁polo▁typically▁lasts▁for▁7▁minutes▁of▁gameplay
name▁some▁famous▁rock▁songs▁in▁the▁1970s
model
Some▁famous▁rock▁songs▁from▁the▁1970s▁include▁"Stairway▁to▁Heaven"▁by▁Led▁Zeppelin,▁"Hotel▁California"▁by▁Eagles,▁"Smoke▁on▁the▁Water"▁by▁Deep▁Purple,▁"Dream▁On"▁by▁Aerosmith,▁and▁"Go▁Your▁Own▁Way"▁by▁Fleetwood▁Mac
When▁was▁the▁first▁episode▁of▁Big▁Brother▁on▁CBS?
model
The▁first▁episode▁of▁Big▁Brother▁on▁CBS▁aired▁on▁July▁5,▁2000
Darla▁has▁6▁books▁in▁her▁locker.▁▁Katie▁has▁half▁as▁many▁books▁as▁Darla,▁and▁Gary▁has▁5▁times▁the▁number▁of▁books▁that▁Darla▁and▁Katie▁have▁combined.▁▁How▁many▁books▁do▁the▁three▁have▁total?
model
Darla▁has▁6▁books.▁Katie,▁who▁has▁half▁as▁many▁books▁as▁Darla,▁has▁3▁books.▁Together,▁Darla▁and▁Katie▁have▁9▁books▁(6▁+▁3).▁Gary▁has▁5▁times▁the▁number▁of▁books▁that▁Darla▁and▁Katie▁have▁combined,▁which▁is▁5▁times▁9,▁equaling▁45▁books.▁
Now,▁to▁find▁the▁total▁number▁of▁books▁they▁all▁have,▁we▁add▁the▁number▁of▁books▁each▁person▁has:▁6▁(Darla)▁+▁3▁(Katie)▁+▁45▁(Gary)▁=▁54▁books.
Therefore,▁the▁total
Name▁some▁of▁the▁top▁soccer▁players
model
Some▁of▁the▁top▁soccer▁players▁currently▁include▁Lionel▁Messi,▁Cristiano▁Ronaldo,▁Neymar▁Jr.,▁Kylian▁Mbappé,▁and▁Kevin▁De▁Bruyne
Which▁team's▁have▁the▁most▁NCAA▁Division▁I▁men's▁basketball▁championships?
model
The▁teams▁with▁the▁most▁NCAA▁Division▁I▁men's▁basketball▁championships▁are▁the▁University▁of▁California,▁Los▁Angeles▁(UCLA)▁with▁11▁titles,▁the▁University▁of▁Kentucky▁with▁8▁titles,▁the▁University▁of▁North▁Carolina▁with▁6▁titles,▁and▁Duke▁University▁also▁with▁5▁titles
What▁does▁Lady▁Gaga▁affectionately▁call▁her▁fans?
model
Lady▁Gaga▁affectionately▁calls▁her▁fans▁"Little▁Monsters
Who▁was▁the▁American▁president▁for▁the▁majority▁of▁WWII?
model
Franklin▁D.▁Roosevelt▁was▁the▁American▁president▁for▁the▁majority▁of▁World▁War▁II.▁He▁served▁from▁March▁1933▁until▁his▁death▁in▁April▁1945,▁guiding▁the▁nation▁through▁the▁conflict▁before▁Harry▁S.▁Truman▁took▁office