🪴Digital Garden
Search
Search
Search
Dark mode
Light mode
Explorer
artificial intelligence
cognitive robotics
Cognitive Robotics
Human-Robot Interaction (HRI)
Robotics
computer vision
deep computer vision
Convolutional Neural Networks
Deep Computer Vision
image processing
Convolution
Corner Detection
Edge Detection
Gaussian Smoothing
Grey-Level Processing
Image Noise
Image Processing
Image Representation
Image smoothing
Image Subsampling
Rank Filtering
object recognition
Local Feature Detection
Object Recognition
SIFT
Visual Bag of Words
object tracking
Kalman Filter
Object Tracking
Particle Filter
stereo vision
Camera Calibration
Stereo Vision
Binary Segmentation
Computer Vision
Face Detection
Image Segmentation
deep learning
Activation Functions
Adversarial Training
AutoEncoders
Backpropagation
Dropout
Early Stopping
Exploding Gradient Problem
Gradient Clipping
Initializing weights and biases
Issues with training neural networks
Neural Network
Non convex optimization problem
Overfitting in Neural Networks
Perceptron
ReLU activation
Saturation
Sigmoid or Logistic Activation
Softmax activation
Tanh activation
Unsupervised Pre-Training
Vanishing Gradient Problem
machine learning
classification
decision trees
CART
Decision Trees
Ensemble Decision Trees
Entropy
Gini Index
ID3
Information Gain
Information Gain Ratio
Pruning
Random Forest
Reduced Error Pruning (REP)
Variance for Regression Trees
Classification
Cross Entropy Error
Logistic Regression
Logistic Regression Gradient
Logistic Sigmoid Function
Nearest Neighbour Classifier
Support Vector Classifier
clustering
Clustering
Gaussian Mixture Models
K-means Clustering
Mean shift Clustering
ensemble methods
Adaboost
Bagging
Boosting
Ensemble methods
Stacking
Subspace Sampling
process
bias-variance tradeoff
Cross-validation
Crowdsourced data annotation
Ethical Considerations in ML
Evaluation of ML systems
Feature Engineering
Gold Standard Data
Gradient Descent
Hyperparameters
ML Process
Normalization
Online Learning
Overfitting
Regularization
Standardization
Stochastic Gradient Descent
Underfitting
regression
Gaussian Regression
L1 L2 Regularization
Linear Regression Gradient Descent
Linear Regression Model
Regression
Distant Supervision
IID
Machine Learning
Semi supervised ML
Supervised ML
Support Vector Machines
Unsupervised ML
Weak Supervision
natural language processing
deep nlp
Attention
BERT
ELMO
LSTM
Recurrent Neural Network
Transformers
linguistics
Distributional Hypothesis
Endocentric and exocentric constructions
head
Predicate-Argument Structures (PAS)
Statistical Semantics
Verb Valency
nlp tools
Enju Parser
GENIA corpus
Penn Treebank corpus
Penn Treebank tagset
SemCor
spaCy
Universal dependency relations
Universal Scheme tagset
WordNet
preprocessing
Annotation Formats
Dependency Structure Parsing
Lemmatization
N-grams
Phrase Structure Parsing
POS Tagging
Sentence Segmentation
Syntactic Parsing
Tokenization
relation extraction
Bootstrapping in Pattern-Based Relation Extraction
Relation Extraction
semantics
CBOW
Distance Discount
Distributional Semantics
Laplace Smoothing
Lesk Algorithm
Skip-Gram
Term-Document matrices
Term-Term matrices
TF-IDF
Word Embeddings
Word-Sense Disambiguation
Word2Vec
sentiment analysis
Sentiment Analysis
Social Media Analytics
topic modelling
Latent Dirichlet Allocation (LDA)
Topic Modelling
Inter Annotator Agreement (IAA)
NLP
philosophy
Chinese Room Argument
ELIZA effect
reinforcement learning
Deep Reinforcement Learning
Exploration-Exploitation Tradeoff
Markov Decision Processes (MDPs)
Multi-Armed Bandit
Reinforcement Learning
Reinforcement Learning from Human Feedback (RLHF)
representation learning
linear manifold
attachments
CCA math
cMDS math
Dual PCA
MDS formulation
PCA math
Canonical Correlation Analysis (CCA)
CCA Extensions
Classical MDS (cMDS)
Linear Manifold Learning
MDS Extensions
MDS Lee stress gradient
Multi dimensional Scaling (MDS)
PCA Extensions
Principal Component Analysis (PCA)
Proportion of Variance
Stress-Based MDS
non linear manifold
Diffusion Map LLE
Hessian LLE
ISOMAP Extensions
Isometric Feature Mapping (ISOMAP)
k-nearest neighbors algorithm (k-NN)
LLE Extensions
Local Tangent Space Alignment (LTSA)
Locally Linear Embedding (LLE)
Non Linear Manifold Learning
Curse of Dimensionality
Dimension Reduction
Latent Factor
Manifold learning
Representation Learning
safety
AI & Capitalism
Artificial Intelligence
Intelligence
mathematics
calculus
Lagrangian Multipliers
Matrix Calculus
Minima and Maxima
Sigmoid Function
Softmax function
Tanh
graph theory
Graph Cut
linear algebra
basis vectors
Cosine Similarity
Eigen Analysis
linear projection
linear transformation
Matrices
Scalar to Vector-matrix form
Spectral Decomposition
SVD
vector space
Vectors
probability
Bayes Theorem
Bernoulli Distribution
Combination
Gaussian Distribution
probability
spaces
euclidean space
geodesic distance
Manifold
topological space
statistics
Correlation & Covariance
Inter-rater Reliability
MAE
mean vector
Normalization Formula
RMSE
Standard deviation
Standardization Formula
Variance
bijection
Convex Function
Convex set
Euler's number
Frobenius Norm
Gram matrix
homeomorphism
Kronecker Delta
L1 Norm
L2 Norm
Logarithms
Norms
pigeonhole principle
quadratic formula
ReLU formula
Robbins-Monro
software design
applications
attachments
live streaming class diagram
Live Streaming App
distributed systems
Blockchains
CAP Theorem
Consistent Hashing
Distributed Systems
Load Balancing
Microservices
network
CDN
HLS
HTTP
MPEG-DASH
Network Protocols
REST
RPC
RTMP
SOAP
TCP
UDP
WebRTC
storage
ACID
Databases
File Systems
NoSQL Databases
Relational Databases
Storage
Vector Databases
Caching
CDN
Design Principles
Estimation of scale
Evaluation of Software Systems
Horizontal vs Vertical Scaling
Locality of Reference
Software Design
Home
❯
artificial intelligence
❯
natural language processing
❯
nlp tools
❯
WordNet
WordNet
Jul 19, 2024
1 min read
A Database of Lexical Relations
word senses
word supersenses
sense relations
Graph View
Backlinks
Word-Sense Disambiguation
