Andrew Templeton
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Interactive canvas visualizations. 233 total - 182 tech tree, 51 personal finance.
Tech Tree (182)
01
neural-network
4 uses
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02
gradient-descent
4 uses
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03
binary-tree
4 uses
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04
orbiting-particles
4 uses
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05
sine-wave
4 uses
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06
graph-traversal
4 uses
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07
linked-list
4 uses
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08
logarithmic-spiral
4 uses
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09
hash-table
4 uses
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10
stack-(lifo)
4 uses
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11
queue-(fifo)
4 uses
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12
matrix-multiplication
4 uses
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13
bubble-sort
4 uses
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14
building-a-max-heap
4 uses
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15
set-operations
4 uses
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16
boolean-logic-gates
4 uses
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17
coordinate-plane
4 uses
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18
vector-addition
4 uses
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19
probability-(dice)
4 uses
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20
mean,-median,-mode
4 uses
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21
derivative-(slope)
4 uses
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22
recursion-(factorial)
4 uses
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23
big-o-complexity
4 uses
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24
depth-first-search
4 uses
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25
breadth-first-search
4 uses
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26
convolution-operation
4 uses
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27
backpropagation
4 uses
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28
loss-landscape
4 uses
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29
entropy
4 uses
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30
softmax-function
4 uses
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31
dot-product
4 uses
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32
bayes'-theorem
4 uses
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33
markov-chain
4 uses
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34
binary-search
4 uses
→
35
dijkstra's-algorithm
4 uses
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36
attention-mechanism
4 uses
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37
word-embeddings
4 uses
→
38
transformer-block
4 uses
→
39
slope-and-rate-of-change
3 uses
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40
limits
3 uses
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41
functions
3 uses
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42
expected-value
3 uses
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43
counting-principles
3 uses
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44
variance
3 uses
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45
multivariable-calculus
3 uses
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46
gradients
3 uses
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47
cosine-similarity
3 uses
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48
divide-and-conquer
3 uses
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49
confidence-intervals
3 uses
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50
trees
3 uses
→
51
arrays
3 uses
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52
sequences
3 uses
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53
nash-equilibrium
3 uses
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54
integrals
3 uses
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55
lagrange-multipliers
3 uses
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56
approximation-algorithms
3 uses
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57
greedy-algorithms
3 uses
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58
independence
3 uses
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59
maximum-likelihood-estimation
3 uses
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60
what-is-an-algorithm
3 uses
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61
convex-functions
3 uses
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62
principal-component-analysis
3 uses
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63
law-of-large-numbers
3 uses
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64
taylor-series
3 uses
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65
dynamic-programming
3 uses
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66
affine-transformations-(linear-layers)
3 uses
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67
vector-spaces
3 uses
→
68
information-bottleneck
3 uses
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69
graph-coloring
3 uses
→
70
information-theoretic-bounds
3 uses
→
71
pigeonhole-principle
3 uses
→
72
lagrangian-duality
3 uses
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73
kl-divergence
3 uses
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74
cross-validation
3 uses
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75
random-variables
3 uses
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76
hypothesis-testing
3 uses
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77
continuity
3 uses
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78
tries
3 uses
→
79
computational-graphs
3 uses
→
80
meta-learning
3 uses
→
81
residual-(skip)-connections
3 uses
→
82
linear-independence
3 uses
→
83
multivariable-chain-rule
3 uses
→
84
orthogonality
3 uses
→
85
cooperative-games
3 uses
→
86
stochastic-gradient-descent
3 uses
→
87
diffusion-models
3 uses
→
88
token-embeddings
3 uses
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89
reinforcement-learning-introduction
3 uses
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90
automatic-differentiation
3 uses
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91
deep-learning
3 uses
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92
task-discretization
3 uses
→
93
softmax-and-logits
3 uses
→
94
positional-encoding
3 uses
→
95
game-theory-introduction
3 uses
→
96
covariance-and-correlation
3 uses
→
97
linear-equations
3 uses
→
98
conditional-probability
3 uses
→
99
systems-of-linear-equations
3 uses
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100
mcmc
3 uses
→
101
computational-complexity-theory
3 uses
→
102
matrix-decomposition
3 uses
→
103
curse-of-dimensionality
3 uses
→
104
network-flow
3 uses
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105
np-completeness
3 uses
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106
bayesian-inference
3 uses
→
107
ensemble-methods
3 uses
→
108
bias-variance-tradeoff
3 uses
→
109
spectral-graph-theory
3 uses
→
110
proof-techniques
3 uses
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111
strongly-connected-components
3 uses
→
112
rate-distortion-theory
3 uses
→
113
cross-entropy
3 uses
→
114
fundamental-theorem-of-calculus
3 uses
→
115
propositional-logic
3 uses
→
116
determinants
3 uses
→
117
permutations
3 uses
→
118
optimization-introduction
3 uses
→
119
online-algorithms
3 uses
→
120
mutual-information
3 uses
→
121
central-limit-theorem
3 uses
→
122
graph-representations
3 uses
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123
balanced-trees
3 uses
→
124
decision-trees
3 uses
→
125
equivalence-relations
3 uses
→
126
rlhf
3 uses
→
127
conjugate-gradient-methods
3 uses
→
128
activation-functions
3 uses
→
129
bayesian-optimization
3 uses
→
130
eigenvalues-and-eigenvectors
3 uses
→
131
embeddings-(dense-representations)
3 uses
→
132
complexity-classes
3 uses
→
133
measure-theory
3 uses
→
134
regularization
3 uses
→
135
generating-functions
3 uses
→
136
joint-distributions
3 uses
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137
recurrence-relations
3 uses
→
138
second-order-optimization
3 uses
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139
markov-decision-processes
3 uses
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140
concentration-inequalities
3 uses
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141
generative-adversarial-networks
3 uses
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142
common-distributions
3 uses
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143
sequence-to-sequence-modeling
3 uses
→
144
logistic-regression
3 uses
→
145
singular-value-decomposition
3 uses
→
146
convex-optimization
3 uses
→
147
layer-normalization
3 uses
→
148
auction-theory
3 uses
→
149
projections
3 uses
→
150
multiple-integrals
3 uses
→
151
monte-carlo-methods
3 uses
→
152
causal-inference
3 uses
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153
mechanism-design
3 uses
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154
topological-sort
3 uses
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155
jacobian
3 uses
→
156
matrix-calculus
3 uses
→
157
relations
3 uses
→
158
zero-sum-games
3 uses
→
159
kkt-conditions
3 uses
→
160
norms
3 uses
→
161
amortized-analysis
3 uses
→
162
linear-regression
3 uses
→
163
machine-learning-introduction
3 uses
→
164
minimum-spanning-trees
3 uses
→
165
binary-search-trees
3 uses
→
166
linear-programming
3 uses
→
167
randomized-algorithms
3 uses
→
168
combinations
3 uses
→
169
channel-capacity
3 uses
→
170
sequence-masking-(causal-and-padding-masks)
3 uses
→
171
modular-arithmetic
3 uses
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172
dimensionality-reduction
3 uses
→
173
policy-gradient-methods
3 uses
→
174
basis-and-dimension
3 uses
→
175
variational-autoencoders
3 uses
→
176
predicate-logic
3 uses
→
177
support-vector-machines
3 uses
→
178
clustering
3 uses
→
179
disjoint-sets
3 uses
→
180
numerical-stability-and-conditioning
3 uses
→
181
kernel-methods
3 uses
→
182
derivative-rules
4 uses
→
Personal Finance (51)
183
net-worth
→
184
income-&-expenses
→
185
budgeting
→
186
compound-interest
→
187
opportunity-cost
→
188
bank-accounts
→
189
essential-vs-discretionary
→
190
emergency-buffer
→
191
minimum-payments
→
192
employer-benefits
→
193
tax-brackets
→
194
employer-401k-match
→
195
interest-rate-math
→
196
credit-score
→
197
debt-avalanche
→
198
debt-snowball
→
199
debt-consolidation
→
200
insurance-basics
→
201
disability-insurance
→
202
life-insurance
→
203
moderate-interest-debt
→
204
mortgage-math
→
205
student-loan-strategy
→
206
pre-tax-vs-post-tax
→
207
traditional-vs-roth-ira
→
208
max-your-401k
→
209
15%-savings-rate
→
210
hsa-triple-tax-advantage
→
211
529-education-savings
→
212
asset-classes
→
213
index-funds
→
214
diversification
→
215
asset-allocation
→
216
dollar-cost-averaging
→
217
rebalancing
→
218
rent-vs-buy
→
219
rental-property-math
→
220
return-on-equity
→
221
real-estate-leverage
→
222
capital-gains
→
223
tax-loss-harvesting
→
224
roth-conversion-ladder
→
225
backdoor-roth
→
226
large-purchase-planning
→
227
fire-math
→
228
career-as-asset
→
229
estate-planning
→
230
options-basics
→
231
alternative-investments
→
232
business-entity-tax
→
233
charitable-giving-strategy
→
rendered at build time
canvas-based · no dependencies