optimizers
Those who refine
Optimizers are people or things that make something as effective or efficient as possible.
In computing and machine learning, an optimizer is an algorithm that adjusts parameters to minimize error or maximize performance: The model uses a gradient descent optimizer.
Someone who optimizes processes or systems may be called an optimizer: She's a natural optimizer—always finding ways to streamline workflows.
Curved outward externally
- nonlinearNot in sequence
- quadraticInvolving squared terms
- simplexUndivided, one-direction transmission
- dualityTwofold nature
feasibility · constraints · objective · minimization · maximization · combinatorial · approximation · relaxation
Reverse gradient computation method
- geneticRelating to heredity
- evolutionaryPertaining to gradual biological change
- convergenceProcess of approaching sameness
- heuristicsPractical problem-solving shortcuts
stochastic · Adam · momentum · hyperparameter
Making more aerodynamic or efficient
- leanLacking fat; incline
- productivityOutput relative to input
- time-savingReducing required duration
- workflowSequential task progression
throughput · automation · scheduling · utilization · just-in-time · kaizen · supply-chain · logistics
Programs converting source code
Sports competitors
- coachesThose who instruct athletes
- trainersThose who coach athletes
- nutritionistsExperts in food and health
- conditioningLearned behavioral adaptation
recovery · periodization · wearables · supplements · pacing
convex
Curved outward externally
- nonlinearNot in sequence
- quadraticInvolving squared terms
- simplexUndivided, one-direction transmission
duality · feasibility · constraints · objective · minimization · maximization · combinatorial · approximation · relaxation
backpropagation
Reverse gradient computation method
- geneticRelating to heredity
- evolutionaryPertaining to gradual biological change
- convergenceProcess of approaching sameness
heuristics · stochastic · Adam · momentum · hyperparameter
streamlining
Making more aerodynamic or efficient
- leanLacking fat; incline
- productivityOutput relative to input
- time-savingReducing required duration
workflow · throughput · automation · scheduling · utilization · just-in-time · kaizen · supply-chain · logistics
compilers
Programs converting source code
athletes
Sports competitors
- coachesThose who instruct athletes
- trainersThose who coach athletes
- nutritionistsExperts in food and health
conditioning · recovery · periodization · wearables · supplements · pacing
- neural networksneural network, neural networks, hidden layers, backpropagation, layers
- pluginsplugins, add-ons, extensions, modules, browser extensions
- enhancersamplifiers, boosters, enhancers, intensifiers, magnifiers
- simplifierssummarizers, condensers, abridgers, reducers, compressors
- ML toolsTensorFlow, H2O, Flux, Shogun, Ludwig
optimizerswasters
Those who misuse resources
degraders · squanderers · saboteurs · complicators · bloaters
optimizersdegraders
Those who diminish worth
saboteurs · corrupters · destabilizers · detractors · hinderers