EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
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Time Series
A sequence of data points indexed in time order
Website pending - 1762
Training
The process of adjusting model parameters via optimization algorithms to minimize loss
Website pending - 1763
Vision-Language Model
Multimodal architecture jointly processing visual and textual info
Website pending - 1764
Model Cards
Standardized documentation recording ML model performance, limitations, and intended use cases
Website pending - 1765
PaddlePaddle
An end-to-end deep learning development platform launched by Baidu
Website pending - 1766
Masked Attention
A mechanism that restricts attention computation scope using masks to improve efficiency
Website pending - 1767
Image Segmentation
The process of partitioning a digital image into multiple segments to simplify analysis
Website pending - 1768
Image Similarity
Metric measuring how visually close two images are based on features
Website pending - 1769
Optimum
Hugging Face library providing hardware acceleration for optimized Transformer models
Website pending - 1770
Dialog Agent
An AI system that completes tasks via multi-turn natural language interaction
Website pending - 1771
Image-to-text Generation
Task of automatically generating descriptive text from input images
Website pending - 1772
Conditional Control
Guiding image generation structure using extra inputs like edges or poses
Website pending - 1773
ViT
A vision model that processes images by splitting them into patches using a Transformer architecture
Website pending - 1774
Probabilistic Forecasting
Outputting distributions of future values rather than single deterministic numbers
Website pending - 1775
Jupyter Notebook
An interactive computing environment supporting live code execution and visualization
Website pending - 1776
ASIC
Integrated circuits customized for specific applications, often used for high-performance computing tasks.
Website pending - 1777
Graph Classification
Task predicting labels for entire graph structures, common in molecular property prediction
Website pending - 1778
Transformers
Deep learning architecture based on attention mechanisms, widely used in NLP
Website pending - 1779
Data Cleaning
Process of correcting or deleting erroneous and redundant data before model training
Website pending - 1780
Near-deduplication
Identifying and removing highly similar but not identical data samples
Website pending - 1781
Safetensors
A secure, fast, and portable format for storing tensors
Website pending - 1782
NormalFloat4
A 4-bit data type designed for normally distributed weights
Website pending - 1783
Inference Container
A standardized software package pre-configured with model loading, API interfaces, and dependencies.
Website pending - 1784
Topic Modeling
A technique for discovering abstract topics from large collections of text
Website pending - 1785
Word Embeddings
A technique mapping words to continuous numerical vectors in NLP
Website pending - 1786
SQL Query
The standard method for retrieving and manipulating relational data using Structured Query Language.
Website pending - 1787
Embedded Database
A lightweight database system that runs within an application process without requiring a separate server.
Website pending - 1788
Stable Diffusion
A text-to-image generation algorithm based on latent diffusion models
Website pending - 1789
Model Bias
Systematic deviation of model outputs from objective facts or fairness
Website pending - 1790
Transformers.js
JavaScript library for running Hugging Face models in the browser
Website pending - 1791
EU AI Act
The world's first comprehensive legal framework proposed by the EU to regulate AI.
Website pending - 1792
Fully Homomorphic Encryption (FHE)
Encryption scheme allowing computation on ciphertexts to generate an encrypted result that decrypts correctly.
Website pending - 1793
3D Asset Generation
The process of automatically creating 3D models from text or images using AI algorithms
Website pending - 1794
Audio Generation
Technology synthesizing music, speech, etc., using deep learning models
Website pending - 1795
GPTQ
A post-training quantization algorithm based on second-order information, designed for generative pre-trained transformers.
Website pending - 1796
MLOps
Practices for continuous integration, delivery, and operations of ML systems
Website pending - 1797
Controllable Generation
Guiding model output to meet specific requirements using conditional inputs
Website pending - 1798
Adapter
A lightweight module used to fine-tune pretrained models without altering original weights
Website pending - 1799
3D Gaussian Splatting
A real-time rendering technique using anisotropic Gaussians to represent scenes
Website pending - 1800
RL Fine-tuning
Adjusting pre-trained model parameters using reward signals to optimize specific goals
Website pending