EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
RECORDS
Entity records
3371 records · 42/85
- 1641
Meta-GGA
An exchange-correlation functional level that introduces kinetic energy density as an additional variable on top of GGA.
Website pending - 1642
Density Functional Theory (DFT)
A quantum mechanical method used to investigate the electronic structure of many-body systems based on electron density rather than wavefunctions.
Website pending - 1643
Whole Slide Imaging
The digitization of high-resolution glass pathology slides for digital analysis.
Website pending - 1644
Mobile Manipulation
The capability of robots to perform manipulation tasks like grasping while moving
Website pending - 1645
Zero-shot Transfer
The ability of a model to perform a new task without having seen specific data for that task during training.
Website pending - 1646
Retrosynthesis
A method for planning chemical synthesis by working backward from a target molecule to precursor molecules.
Website pending - 1647
Inference Offloading
Technique shifting compute-intensive AI inference tasks from local devices to edge or cloud servers
Website pending - 1648
Dry-Wet Lab Loop
An iterative R&D process combining computational simulation (dry lab) with physical laboratory testing (wet lab).
Website pending - 1649
Multimodal World Model
A generative model integrating multiple data modalities to simulate and understand physical or biological environments.
Website pending - 1650
Wet Lab Experiment
Physical laboratory experiments involving biological samples and chemical reagents.
Website pending - 1651
ML Pipeline
Automated workflow handling data preprocessing, model training, and deployment
Website pending - 1652
Physics-Informed Neural Networks
Deep learning models embedding physical laws or domain knowledge into loss functions or architecture
Website pending - 1653
Reversible Residual Network
A network structure allowing reconstruction of forward activations during backpropagation, trading compute for memory
Website pending - 1654
Tokenization
The process of converting text sequences into numerical IDs for model processing
Website pending - 1655
Chunked Attention
An attention mechanism variant that splits input sequences into chunks for parallel processing to reduce memory usage
Website pending - 1656
Greedy Decoding
Selects only the most probable next word at each step without considering global optimality.
Website pending - 1657
Axial Positional Embeddings
Decomposing high-dimensional position info into low-dim axial components to save memory
Website pending - 1658
Locality-Sensitive Hashing (LSH)
A technique for approximate nearest neighbor search, used here to accelerate attention computation
Website pending - 1659
NVIDIA Ampere
NVIDIA GPU architecture natively supporting structured sparsity for enhanced deep learning performance.
Website pending - 1660
Sparsity
The property where most data or parameters are zero, used to optimize storage and computation.
Website pending - 1661
Grid Search
Method that exhaustively iterates through preset parameter combinations
Website pending - 1662
Hyperparameter Search
Automated process to find optimal model configuration parameters
Website pending - 1663
Warm Starting
Technique initializing new models with existing pre-trained weights to accelerate convergence.
Website pending - 1664
Sequence-to-Sequence (Seq2Seq)
Task paradigm converting one sequence to another, e.g., machine translation, summarization
Website pending - 1665
Pre-trained Checkpoint
Saved parameter states after large-scale training, used for fine-tuning or initialization
Website pending - 1666
Weight Conversion
Converting pre-trained model parameter formats into structures recognizable by the target framework
Website pending - 1667
Model Porting
The technical process of migrating a model from one framework or codebase to another for compatibility with new environments
Website pending - 1668
Checkpoint Conversion
The process of converting model weight files from one framework format to another compatible format
Website pending - 1669
Production Deployment
The process of integrating ML models into live business systems to provide continuous services
Website pending - 1670
Eager Execution
A programming mode in TensorFlow that executes operations immediately and returns results.
Website pending - 1671
TensorFlow Serving
An open-source system for deploying machine learning models efficiently in production environments.
Website pending - 1672
Hyperparameter Tuning
The process of manually or automatically searching for optimal model configuration parameters
Website pending - 1673
Trainer
A pre-packaged utility class from Hugging Face for managing model training loops.
Website pending - 1674
XLA
Google's machine learning compiler that optimizes computation graphs for performance.
Website pending - 1675
Neural Network
Computational models inspired by biological nervous systems, used for pattern recognition and prediction
Website pending - 1676
Trial-and-Error
A method of finding optimal solutions by repeatedly trying different parameters or structures
Website pending - 1677
Low-Rank Approximation
Using low-dimensional matrices to approximate high-dimensional attention matrices to save memory.
Website pending - 1678
Self-supervised Learning
Training using labels generated from unlabeled data structure
Website pending - 1679
Time Complexity
The trend of algorithm runtime growth relative to input size, e.g., O(n²).
Website pending - 1680
Block Sparse Attention
A sparsification technique dividing the attention matrix into blocks and retaining only specific non-zero blocks.
Website pending