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Exercise method in the sport of rowing
Vector Training is a method of rowing training, developed in the 1960s as a winter training method. The first recorded usage of Vector Training was at
Vector_training
Set of methods for supervised statistical learning
In machine learning, support vector machines (SVMs, also support vector networks) are supervised max-margin models with associated learning algorithms
Support_vector_machine
Type of information retrieval using LLMs
methods aim to enhance the quality of document retrieval in vector databases: Pre-training the retriever using the Inverse Cloze Task (ICT), a technique
Retrieval-augmented generation
Retrieval-augmented_generation
Tasks in machine learning
descent. In practice, the training data set often consists of pairs of an input vector (or scalar) and the corresponding output vector (or scalar), where the
Training, validation, and test data sets
Training,_validation,_and_test_data_sets
Classical quantization technique from signal processing
autoencoder. One simple training algorithm for vector quantization is: Pick a sample point at random Move the nearest quantization vector centroid towards this
Vector_quantization
American direct selling company
work for Vector Marketing are independent contractors and are not reimbursed for the time they spend at training sessions. In 1990, Vector was sued by
Vector_Marketing
Series of language models developed by Google AI
by researchers at Google. It learns to represent text as a sequence of vectors using self-supervised learning. It uses the encoder-only transformer architecture
BERT_(language_model)
Method in natural language processing
representation is a real-valued vector that encodes the meaning of the word in such a way that the words that are closer in the vector space are expected to be
Word_embedding
Machine learning kernel function
commonly used with support vector machines (SVMs) and other kernelized models, that represents the similarity of vectors (training samples) in a feature space
Polynomial_kernel
an iterative vector quantization algorithm to improve a small set of vectors (codebook) to represent a larger set of vectors (training set), such that
Linde–Buzo–Gray_algorithm
Models used to produce word embeddings
technique in natural language processing for obtaining vector representations of words. These vectors capture information about the meaning of the word based
Word2vec
Machine learning paradigm
choose to use support-vector machines or decision trees. Complete the design. Run the learning algorithm on the gathered training set. Some supervised
Supervised_learning
Machine learning technique useful for dimensionality reduction
"weight" vector, which is the position of the node in the input space. While nodes in the map space stay fixed, training consists in moving weight vectors toward
Self-organizing_map
Agent that carries and transmits pathogens
In epidemiology, a disease vector is any living agent that carries and transmits an infectious pathogen such as a parasite or microbe, to another living
Disease_vector
Algorithm for supervised learning of binary classifiers
is a function that can decide whether or not an input, represented by a vector of numbers, belongs to some specific class. It is a type of linear classifier
Perceptron
Algorithm for modelling sequential data
numerical representations called tokens, and each token is converted into a vector via lookup from a word embedding table. At each layer, each token is then
Transformer_(deep_learning)
Class of algorithms for pattern analysis
algorithms for pattern analysis, whose best known member is the support-vector machine (SVM). These methods involve using linear classifiers to solve nonlinear
Kernel_method
Subset of artificial intelligence
mathematical model, each training example is represented by an array or vector, sometimes called a feature vector, and the training data is represented by
Machine_learning
Database of handwritten digits
Platt, John C. (1999). "Using analytic QP and sparseness to speed training of support vector machines" (PDF). Advances in Neural Information Processing Systems:
MNIST_database
Machine learning model for vision processing
serializes each patch into a vector, and maps it to a smaller dimension with a single matrix multiplication. These vector embeddings are then processed
Vision_transformer
Representation learning technique
maps complex, high-dimensional data into a lower-dimensional vector space of numerical vectors. It also denotes the resulting representation, where meaningful
Embedding_(machine_learning)
Family of machine learning approaches
translation. In practice, seq2seq maps an input sequence into a real-numerical vector by using a neural network (the encoder), and then maps it back to an output
Seq2seq
Algorithm for solving the quadratic programming problem from training SVMs
during the training of support-vector machines (SVM). It was invented by John Platt in 1998 at Microsoft Research. SMO is widely used for training support
Sequential minimal optimization
Sequential_minimal_optimization
Machine learning technique
assigned to each word in a sentence. More generally, attention encodes vectors called token embeddings across a fixed-width sequence that can range from
Attention_(machine_learning)
learning vector quantization (LVQ) is a prototype-based supervised classification algorithm. LVQ is the supervised counterpart of vector quantization
Learning_vector_quantization
Russian government public health agency
The State Research Center of Virology and Biotechnology VECTOR of Rospotrebnadzor (Russian: Государственный научный центр вирусологии и биотехнологии «Вектор»
State Research Center of Virology and Biotechnology VECTOR
State_Research_Center_of_Virology_and_Biotechnology_VECTOR
Diffusion model over latent embedding space
the latent vector, each of shape ( 4 , H / 8 , W / 8 ) {\displaystyle (4,H/8,W/8)} . The variance is used in training, but after training, usually only
Latent_diffusion_model
Machine learning calibration technique
classes. The method was invented by John Platt in the context of support vector machines, replacing an earlier method by Vapnik, but can be applied to other
Platt_scaling
Framework for machine learning
appear in the training set. Take X {\displaystyle X} to be the vector space of all possible inputs, and Y {\displaystyle Y} to be the vector space of all
Statistical_learning_theory
Statistical classification in machine learning
{\displaystyle {\vec {x}}} onto R.) The weight vector w → {\displaystyle {\vec {w}}} is learned from a set of labeled training samples. Often f is a threshold function
Linear_classifier
Set of learning techniques in machine learning
across a large corpus of text. The model has two possible training schemes to produce word vector representations, one generative and one contrastive. The
Feature_learning
Navigation service provided to aircraft by air traffic control
Aircraft vectoring is a navigation service provided to aircraft by air traffic control. The controller decides on a particular airfield traffic pattern
Aircraft_vectoring
Machine learning technique
_{1},\ldots ,\mathbf {x} _{N}} are the input vectors of the training set. Compared to that of support vector machines (SVM), the Bayesian formulation of
Relevance_vector_machine
Class of artificial neural network
weight vector as follows: First, the weights in the network are set according to the weight vector. Next, the network is evaluated against the training sequence
Recurrent_neural_network
Type of machine learning model
the documents into vectors, then finding the documents with vectors (usually stored in a vector database) most similar to the vector of the query. The
Large_language_model
2017 research paper by Google
was found to be most effective with respect to the dimension of the key vectors (represented as d k {\displaystyle d_{k}} and initially set to 64 within
Attention_Is_All_You_Need
Regularization method for artificial neural networks
{\displaystyle j} This can be written in vector notation as y {\displaystyle \mathbf {y} } – output vector W {\displaystyle \mathbf {W} } – weight matrix
Dropout_(neural_networks)
Topics referred to by the same term
dictionary. Curl or CURL may refer to: Curl (mathematics), a vector operator that shows a vector field's rate of rotation Curl (programming language), an
Curl
Supercomputer designed by Tesla
both 64-bit scalar and 64-byte single instruction, multiple data (SIMD) vector instructions. The integer unit mixes reduced instruction set computer (RISC-V)
Tesla_Dojo
Retrieval system algorithm
then the modified vectors coordinates will reflect being closer to the centroid of related documents. The time complexity for training and testing the algorithm
Rocchio_algorithm
Tree-based ensemble machine learning methods
other tasks that works by creating a multitude of decision trees during training. For classification tasks, the output of the random forest is the class
Random_forest
observation that the weight vector w can be expressed as a linear combination of the n training samples. The equation for the weight vector is w = ∑ i n α i y
Kernel_perceptron
Online vector quantization algorithm
TurboQuant is an online vector quantization algorithm for compressing high-dimensional Euclidean vectors while preserving their geometric structure. It
TurboQuant
Set of eigenvectors used in the computer vision problem of human face recognition
covariance matrix of the probability distribution over the high-dimensional vector space of face images. The eigenfaces themselves form a basis set of all
Eigenface
American multinational software company
a wide range of programs from web design tools, photo manipulation, and vector creation to video and audio editing, mobile app development, print layout
Adobe_Inc.
Memory unit used in neural networks
{\displaystyle b\in \mathbb {R} ^{e}} : parameter matrices and vector which need to be learned during training Activation functions σ {\displaystyle \sigma } : The
Gated_recurrent_unit
Theory in neuropsychology
parameter is overcome (i.e. the input vector is within the normal range seen on previous input vectors), then training commences: The weights of the winning
Adaptive_resonance_theory
Technique in neural networks for learning joint representations of text and images
outputs a single vector representing its semantic content. The other model takes in an image and similarly outputs a single vector representing its visual
Contrastive Language–Image Pre-training
Contrastive_Language–Image_Pre-training
Type of artificial intelligence system
predetermined query vectors (whose values are determined by training), and (key,value) pairs derived from the array of feature vectors. Note that in this
Vision-language_model
Flaw in mathematical modelling
individual training instances from an overfitted machine learning model's training set. This may be undesirable if, for example, the training data includes
Overfitting
Marine radar feature
similar looking vectors: True Vectors and Relative Vectors. True heading and speed of a target can be ascertained with a True Vector, the length of the
Mini-automatic radar plotting aid
Mini-automatic_radar_plotting_aid
Artificial intelligence model paradigm
the compute power required for training. These costs stem from the need for sophisticated infrastructure, extended training times, and advanced hardware
Foundation_model
Method used to normalize the range of independent variables
of stochastic gradient descent. In support vector machines, it can reduce the time to find support vectors. Feature scaling is also often used in applications
Feature_scaling
Voice conversion software
posteriorgram (PPG) encoder or self-supervised models like HuBERT; (2) a vector retrieval module that searches a target voice database for the most similar
Retrieval-based Voice Conversion
Retrieval-based_Voice_Conversion
prior to its release. Vector and the band made a brief appearance in the promotional manga Sonic the Hedgehog Story Comic. Vector then made his official
List of Sonic the Hedgehog characters
List_of_Sonic_the_Hedgehog_characters
Least-squares support-vector machines (LS-SVM) for statistics and in statistical modeling, are least-squares versions of support-vector machines (SVM), which
Least-squares support vector machine
Least-squares_support_vector_machine
Medical condition
vaccines that use recombinant Gn, Gc, and N proteins of the virus, virus vector vaccines that have recombinant hantavirus proteins inserted in them, and
Hantavirus_infection
Intelligence of machines
analogical AI until the mid-1990s, and Kernel methods such as the support vector machine (SVM) displaced k-nearest neighbor in the 1990s. The naive Bayes
Artificial_intelligence
Non-parametric classification method
feature vectors and class labels of the training samples. In the classification phase, k is a user-defined constant, and an unlabeled vector (a query
K-nearest_neighbors_algorithm
Type of large language model
to generate novel content. OpenAI was the first to apply generative pre-training to the transformer architecture, introducing the GPT-1 model in 2018. The
Generative pre-trained transformer
Generative_pre-trained_transformer
Training dataset for large language models
University of Toronto, MIT, CMU, the Vector Institute and the Allen Institute for AI released Common Pile v0.1, a training dataset that contains only works
The_Pile_(dataset)
EnCodec is composed of three main components: an encoder network, a residual vector quantization (RVQ) bottleneck, and a decoder network. The encoder is a convolutional
EnCodec
Free online crowdsourced encyclopedia
On January 18, 2023, Wikipedia debuted a new website redesign, called "Vector 2022". It featured a redesigned menu bar, moving the table of contents to
Wikipedia
p {\displaystyle \mathbf {p} } is the cross-correlation vector between the tap-input vector and the desired response. In practice, the last quantities
Adaptive_equalizer
Recurrent neural network architecture
\mathbb {R} ^{h}} : weight matrices and bias vector parameters which need to be learned during training σ g {\displaystyle \sigma _{g}} : sigmoid function
Long_short-term_memory
Machine learning kernel function
_{j}} Because support vector machines and other models employing the kernel trick do not scale well to large numbers of training samples or large numbers
Radial_basis_function_kernel
Paradigm in machine learning that uses no classification labels
are first and second order moments. For a random vector, the first order moment is the mean vector, and the second order moment is the covariance matrix
Unsupervised_learning
2023 text-generating language model
publishing a paper called "Improving Language Understanding by Generative Pre-Training", which was based on the transformer architecture and trained on a large
GPT-4
Type of kernel induced by artificial neural networks
is the matrix whose columns are the training inputs, and y {\displaystyle {\mathbf {y}}} is the vector of training outputs. Then, the model can make predictions
Neural_tangent_kernel
American computer scientist (born 1963)
minimal optimization, a widely used algorithm for speeding up the training of support vector machines, which fixed the issue that quadratic programming brought
John Platt (computer scientist)
John_Platt_(computer_scientist)
Research field that lies at the intersection of machine learning and computer security
researchers continued to hope that non-linear classifiers (such as support vector machines and neural networks) might be robust to adversaries, until Battista
Adversarial_machine_learning
Image-generating machine learning model
This paper describes the CLIP method for training text encoders, which convert text into floating point vectors. Such text encodings are used by the diffusion
Stable_Diffusion
Automated recognition of patterns and regularities in data
manipulating vectors in vector spaces can be correspondingly applied to them, such as computing the dot product or the angle between two vectors. Features
Pattern_recognition
library for the Julia programming language Gensim — topic modelling and vector space model toolkit JAX — machine learning library for numerical computing
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
Technique for the generative modeling of a continuous probability distribution
x_{t}} , a time t {\displaystyle t} , and a conditioning vector y {\displaystyle y} (such as a vector encoding a text prompt), and produces a noise prediction
Diffusion_model
Season of television series
plausible but unreliable method. However, it was noted that dogs can be trained to track multiple targets—and that Morgan had not received such training.
MythBusters_(2010_season)
Disease prevalent in or unique to tropical and subtropical regions
as mosquitoes and flies are by far the most common disease carrier, or vector. These insects may carry a parasite, bacterium or virus that is infectious
Tropical_disease
Property of a model
Giorgio; Dietterich, Thomas G. (2004). "Bias–variance analysis of support vector machines for the development of SVM-based ensemble methods" (PDF). Journal
Bias–variance_tradeoff
Optimization algorithm for artificial neural networks
{\displaystyle x} : input (vector of features) y {\displaystyle y} : target output For classification, output will be a vector of class probabilities (e
Backpropagation
Chinese artificial intelligence company
with multi-head latent attention (MLA). This introduces compressed latent vectors to reduce KV (key–value) cache size, and thus memory usage. A standard
DeepSeek
Plot of machine learning model performance over time or experience
with the number of training iterations (epochs) or the amount of training data. Typically, the number of training epochs or training set size is plotted
Learning curve (machine learning)
Learning_curve_(machine_learning)
Russian semi-automatic pistol
These design changes were instituted to allow for the handgun's usage with training ammunition. Kyrgyzstan Armed Forces of the Kyrgyz Republic Russia Russian
SR-1_Vektor
Type of artificial neural network
scalar rather than a vector, the input dimension is one. We choose the number of basis functions as N=5 and the size of the training set to be 100 exemplars
Radial_basis_function_network
Country in South Asia
Needs and potential application of one health approach in the control of vector-borne and zoonotic infectious disease. Frontiers Media. p. 81. ISBN 978-2-8325-0956-2
Pakistan
Government ministry of India
Tobacco Control Programme (tobacco control) National Vector Borne Disease Control Programme (NVBDCP) (vector-borne disease) Pilot Programme on Prevention and
Ministry of Health and Family Welfare
Ministry_of_Health_and_Family_Welfare
Astronaut training in a neutral buoyancy environment
move or reposition themselves if they provide a propulsive force in any vector, either planned or inadvertent. Articles describing neutral buoyancy simulation
Neutral buoyancy simulation as a training aid
Neutral_buoyancy_simulation_as_a_training_aid
Concept in machine learning
leakage or target leakage) refers to the use of information during model training that would not be available at prediction time. This results in overly
Leakage_(machine_learning)
Machine learning technique
technique to align an intelligent agent with human preferences. It involves training a reward model to represent preferences, which can then be used to train
Reinforcement learning from human feedback
Reinforcement_learning_from_human_feedback
Novel generative adversarial network
might receive an entirely different style latent vector). After training, multiple style latent vectors can be fed into each style block. Those fed to the
StyleGAN
Machine learning model for speech
The transcripts that were generated by the model were combined with LLM vector embeddings and traditional classifiers to help classify the patients' health
Whisper (speech recognition system)
Whisper_(speech_recognition_system)
Vectorizing features using a hash function
is a fast and space-efficient way of vectorizing features, i.e. turning arbitrary features into indices in a vector or matrix. It works by applying a hash
Feature_hashing
Model for determining radiant energy reflected off diffuse surfaces
directions of the two vectors, the brightness will be highest if the surface is perpendicular to the light vector, and lowest if the light vector intersects the
Lambertian_reflectance
Categorization of data using statistics
score to each possible category k by combining the feature vector of an instance with a vector of weights, using a dot product. The predicted category is
Statistical_classification
Constance Cepko (fl. from 1982), neuroscientist researching retroviral vectors in studying the development of the retina Gloria Choi (fl. 2014), neuroscientist
List_of_women_neuroscientists
2025 multimodal model by OpenAI
Massachusetts Institute of Technology and said that the company was not training GPT-5 at that time. He stated that OpenAI was "prioritizing GPT-4 development"
GPT-5
Deep learning architecture
have unbounded context, and remain computationally efficient both during training and testing. Mamba, building on the S4 model, introduces significant enhancements
Mamba (deep learning architecture)
Mamba_(deep_learning_architecture)
Type of artificial neural network
capsules. The output is a vector consisting of the probability of an observation, and a pose for that observation. This vector is similar to what is done
Capsule_neural_network
Classification model in machine learning
the class of training samples whose mean (centroid) is closest to the observation. When applied to text classification using word vectors containing tf*idf
Nearest_centroid_classifier
Finding information for an information need
usually as vectors, matrices, or tuples. The similarity of the query vector and document vector is represented as a scalar value. Vector space model
Information_retrieval
Type of attack in machine learning
Prompt injection is a cybersecurity exploit and an attack vector in which innocuous-looking inputs (i.e. prompts) are designed to cause unintended behavior
Prompt_injection
VECTOR TRAINING
VECTOR TRAINING
Boy/Male
Latin American Spanish
Conqueror.
Male
Greek
(á¼ÎºÏ„ωÏ) Variant spelling of Greek Hektor, EKTOR means "defend; hold fast."
Boy/Male
English American
Doctor; teacher.
Boy/Male
American, British, Christian, Danish, Dutch, English, Finnish, French, German, Greek, Hindu, Indian, Irish, Jamaican, Latin, Romanian, Slovenia, Spanish, Swedish, Swiss, Tamil, Ukrainian
Victorious; Conqueror; Winner; Champion; One who Conquers; Victory
Boy/Male
Spanish American Shakespearean Greek Latin
Tenacious.
Male
Portuguese
Portuguese form of Latin Hector, HEITOR means "defend; hold fast."
Boy/Male
Christian & English(British/American/Australian)
Steadfast
Boy/Male
Australian, Basque, Czech, Czechoslovakian, Danish, Finnish, French, German, Hungarian, Latin, Polish, Slovenia, Swedish, Swiss, Ukrainian
The Conqueror; Victory; Victorious; Conquer
Boy/Male
American, Australian, British, Chinese, Christian, Danish, Dutch, English, French, German, Greek, Italian, Latin, Portuguese, Shakespearean, Spanish
Steadfast; Anchor; Holds Fast; Star; Coined from Esther Vanhomrigh; Tenacious; Defend; Hold Fast; Coined from Esther Vanho
Male
Scandinavian
 Scandinavian form of Roman Latin Victor, VIKTOR means "conqueror." Compare with another form of Viktor.
Boy/Male
Christian & English(British/American/Australian)
Conqueror
Surname or Lastname
Scottish
Scottish : Anglicized form of the Gaelic personal name Eachann (earlier Eachdonn, already confused with Norse Haakon), composed of the elements each ‘horse’ + donn ‘brown’.English : found in Yorkshire and Scotland, where it may derive directly from the medieval personal name. According to medieval legend, Britain derived its name from being founded by Brutus, a Trojan exile, and Hector was occasionally chosen as a personal name, as it was the name of the Trojan king’s eldest son. The classical Greek name, HektÅr, is probably an agent derivative of Greek ekhein ‘to hold back’, ‘hold in check’, hence ‘protector of the city’.German, French, and Dutch : from the personal name (see 2 above). In medieval Germany, this was a fairly popular personal name among the nobility, derived from classical literature. It is a comparatively rare surname in France.
Male
Arthurian
, sir Hector de Maris; (defender).
Male
English
 Anglicized form of Scottish Gaelic Eachann, HECTOR means "brown horse." Compare with another form of Hector.
Boy/Male
Arthurian Legend
Father of Arthur.
Male
English
Roman Latin name VICTOR means "conqueror."Â
Boy/Male
Spanish
Victor.
Male
English
Short form of English Sylvester, VESTER means "from the forest."
Male
Russian
(Cyrillic Виктор): Slavic form of Roman Latin Victor, VIKTOR means "conqueror." In use by the Bulgarians, Russians and Serbians. Compare with another form of Viktor.
Male
Portuguese
Galician-Portuguese form of Roman Latin Victor, VITOR means "conqueror."
VECTOR TRAINING
VECTOR TRAINING
Male
Welsh
Welsh form of Breton Iudhael, ITHEL means "generous lord."
Surname or Lastname
English and French
English and French : occupational name or habitational name for someone who was employed at or lived near one of the houses (‘temples’) maintained by the Knights Templar, a crusading order so named because they claimed to occupy in Jerusalem the site of the old temple (Middle English, Old French temple, Latin templum). The order was founded in 1118 and flourished for 200 years, but was suppressed as heretical in 1312.English : name given to foundlings baptized at the Temple Church, London, so called because it was originally built on land belonging to the Templars.Scottish : habitational name from the parish of Temple in Edinburgh, likewise named because it was the site of the local headquarters of the Knights Templar.
Male
Hindi/Indian
Masculine variant form of Hindi unisex Swarna, SWARAN means "good color."Â
Girl/Female
Hindu
Flower, Bud
Girl/Female
Muslim
Slender, Of beautiful body
Boy/Male
Australian, Latin
High-born; Brilliant; Shining Brightly
Girl/Female
Indian
God
Boy/Male
American, Australian, British, Chinese, Christian, Czechoslovakian, Danish, English, Finnish, French, German, Greek, Latin, Polish, Portuguese, Spanish, Swedish, Swiss, Ukrainian
Citizen of Roman; Man from Rome
Surname or Lastname
English and Irish
English and Irish : variant of Branson 2.
Boy/Male
Hindu
Victorious, Conquering, Defeating
VECTOR TRAINING
VECTOR TRAINING
VECTOR TRAINING
VECTOR TRAINING
VECTOR TRAINING
n.
The ratio of one vector to another in length, no regard being had to the direction of the two vectors; -- so called because considered as a stretching factor in changing one vector into another. See Versor.
n.
An astronomical instrument, the limb of which embraces a small portion only of a circle, used for measuring differences of declination too great for the compass of a micrometer. When it is used for measuring zenith distances of stars, it is called a zenith sector.
n.
The chief elective officer of some universities, as in France and Scotland; sometimes, the head of a college; as, the Rector of Exeter College, or of Lincoln College, at Oxford.
n.
A pregnant woman; a mother; as, A has a son B by one venter, and a daughter C by another venter; children by different venters.
n.
The province of a rector; a parish church, parsonage, or spiritual living, with all its rights, tithes, and glebes.
a.
Of or pertaining to victory, or a victor' being a victor; bringing or causing a victory; conquering; winning; triumphant; as, a victorious general; victorious troops; a victorious day.
a.
Pertaining to a rector or a rectory; rectoral.
v. t.
To confer a doctorate upon; to make a doctor.
n.
A term made up of the two parts / + /1 /-1, where / and /1 are vectors.
n.
A mathematical instrument, consisting of two rulers connected at one end by a joint, each arm marked with several scales, as of equal parts, chords, sines, tangents, etc., one scale of each kind on each arm, and all on lines radiating from the common center of motion. The sector is used for plotting, etc., to any scale.
v. t.
To tamper with and arrange for one's own purposes; to falsify; to adulterate; as, to doctor election returns; to doctor whisky.
n.
A woman who wins a victory; a female victor.
v. t.
To treat as a physician does; to apply remedies to; to repair; as, to doctor a sick man or a broken cart.
n.
An African weaver bird (Textor alector).
n.
The turning factor of a quaternion.
n.
A contrivance for removing superfluous ink or coloring matter from a roller. See Doctor, 4.
n.
A belly, or protuberant part; a broad surface; as, the venter of a muscle; the venter, or anterior surface, of the scapula.
n.
A directed quantity, as a straight line, a force, or a velocity. Vectors are said to be equal when their directions are the same their magnitudes equal. Cf. Scalar.
n.
Same as Radius vector.
n.
Any mechanical contrivance intended to remedy a difficulty or serve some purpose in an exigency; as, the doctor of a calico-printing machine, which is a knife to remove superfluous coloring matter; the doctor, or auxiliary engine, called also donkey engine.