Runtime library catalog
The full catalog of Algenta runtime-library modules — vision, LLM, ML, tensors, statistics, signal, crypto, and more — callable through /v1/libraries.
The engine ships a compiled runtime library of 643 modules and 6068 functions — the low-level building blocks the high-level engines are made of. You can call any one directly with a module + function name; see Runtime libraries for how to list, check, and execute them.
Flagship domains
A few of the most-used domains, with example modules. Computer vision — image_ops, image_features, image_similarity, image_morphology, image_resize, image_quality, image_regions, image_palette, document_vision, vision_gate. LLM — llm_sampling, vision_attention_scale. Discover any of them with GET /v1/libraries?q=image or ?q=llm.
Vision & imaging
12 modules.
document_vision
9
endocrinology
10
geomorphology
12
image_features
11
image_morphology
9
image_ops
11
image_palette
8
image_quality
15
image_regions
6
image_resize
9
image_similarity
8
vision_gate
5
LLM & attention
19 modules.
attnk.rope
9
bpe_tokenizer
10
causal_inference.propensity
5
embeddings
20
flash_attention
10
kv_cache
10
llm_sampling
11
llmk.contract
5
llmk.gemv_fast
1
llmk.generate
2
llmk.residual
1
mlpk.embedding
3
paged_kv_cache
10
propensity
9
sparse_attention
10
text.tokenizer
10
token_bucket
11
transformer_attention
11
transformer_blocks
10
Machine learning
42 modules.
activations
10
bayesian_inference
10
calibration
5
causal_inference.base
13
causal_inference.dag
6
causal_inference.estimators
5
causal_inference.panel
2
causal_inference.sensitivity
7
causal_inference.uplift
2
config.toml_parser
5
config.yaml_parser
5
constraint
8
decision_ml_fusion
10
gemm.quantized
4
gradient_descent
10
inference.assume
5
inference.core
18
inference.glm
3
inference.multiplicity
5
inference.power
5
inference.resample
3
inference.robust
3
inference_cost_latency
11
inference_engine
10
inference_security
10
latency_optimizer
10
loss_functions
11
lossk.contract
8
lossk.cross_entropy
5
ml_metrics_extended
10
mlpk.activation
7
nn_layers
11
normalization_layers
10
normk.layernorm
4
optimization_constrained
8
optimizer_full
10
quantization
10
quantization_stack
10
seq2_trainer
10
seq_training
4
state_space_models
10
training_stability
10
Tensors & linear algebra
22 modules.
eigen_full
2
gpu_kernels
10
linalg
16
linalg_ext
8
matrix_decomp
11
matrix_ops
12
tensor
29
tensor2d
11
tensor_ops
10
tensorx.buffer
7
tensorx.contract
7
tensorx.dtype
14
tensorx.elementwise
5
tensorx.pack
12
tensorx.reduce
7
tensorx.shape
9
time_series_decompose
9
vector_kernels.batch_ranker
1
vector_kernels.dot
4
vector_kernels.ranker
1
vector_kernels.repo_ranker
1
vector_kernels.table
4
Statistics & probability
17 modules.
ab_testing
10
bayesian
10
distribution_fit
10
distributions
25
forecasting.interval
3
hypothesis
6
interval
13
ml.naive_bayes
8
probability
11
regression
8
regression_tree
8
sampling
6
scipy_stats_ops
10
stat_tests
11
stats
14
stats_bootstrap
10
timeseries_stats
9
Signal & audio
11 modules.
acoustics
12
audio
10
fft
7
psychoacoustics
10
signal.dsp
10
signal.filter
11
signal_processing
10
spectral
10
spectroscopy
12
traffic_signal
12
wavelet
10
Cryptography & hashing
10 modules.
crypto.aes_sbox
8
crypto.base64
4
crypto.chacha20
8
crypto.crc32
3
crypto.hash_chain
9
crypto.hmac
2
crypto.pbkdf2
7
crypto.uuid
2
feature_hashing
4
perceptual_hash
8
Text & language
6 modules.
string_distance
10
text.column_scorer
4
text.fuzzy
7
text.regex
7
text.string_utils
16
textile
12
Graph & automata
23 modules.
autograd_graph
10
cartography
12
cellular_automata
10
chromatography
10
crystallography
12
demographics
12
graph.algorithms
8
graph.weighted
9
graph_algorithms
10
graph_analytics.adjacency
35
graph_analytics.centrality
9
graph_analytics.community
19
graph_analytics.temporal
16
graph_compiler
10
graph_decision
10
heap
13
oceanography
10
rag_retrieval
10
retrieval.fuse
2
retrieval.score
8
stratigraphy
10
topology
10
trie
7
Serialization & data
19 modules.
compression.delta
11
compression.huffman
7
compression.lz77
6
compression.rle
5
data.csv_parser
4
data_feedback_loop
10
data_pipeline
10
data_quality.contract
18
data_quality.duplicates
4
data_quality.expect
6
data_quality.leakage
3
data_quality.profile
5
json.parser
15
json.writer
12
metaldispatch.qwen3_decode
1
metaldispatch.qwen3_prefill_decode
10
model_serialization
10
serialization.msgpack
10
serialization_io
3
Bits, numbers & time
8 modules.
agent_runtime
10
bitops
13
datetime
14
discrete_event.calendar
4
number_theory
12
sentiment
10
stateful_runtime
10
time_zone
10
Geometry & spatial
13 modules.
biogeochemistry
10
geochemistry
10
geodesy
10
geometry
9
geophysics
10
geospatial.contract
19
geospatial.frame
8
geospatial.index
6
geospatial.join
4
geospatial.mapmatch
2
geospatial.polygon
6
geotechnical
12
hydrogeology
10
Networking & systems
15 modules.
compiler_theory
12
epigenetics
10
genetic
8
kinetics
10
magnetism
10
memory_system
10
net.url
7
network_analysis
11
network_protocol
11
paleomagnetism
13
petri_net
13
pharmacokinetics
12
population_genetics
10
social_network
9
toxicokinetics
10
Finance & business
4 modules.
accounting
12
finance
12
option_greeks_batch
1
option_pricing
10
General & domain modules
422 modules.
accel.contract
6
accel.device
3
accel.gemm_metal
3
actuarial
12
adhesives
12
aerospace
12
agriculture
12
agronomy
10
allocation
10
anomaly
10
antenna
12
apiculture
12
aquaculture
12
archaeology
12
arima
8
astrobiology
10
astronomy
12
atmospheric_chemistry
10
attnk.backward
2
attnk.contract
10
attnk.flash
3
attnk.mask
7
attnk.sdpa
3
attnk.tiled
5
auction
11
autograd_ops
10
automl
4
autonomous_vehicles
12
aviation
10
battery
12
behavioral_economics
12
bioinformatics
12
biomechanics
12
biomedical
12
blockchain
12
bloom_counting
9
boolean_algebra
13
brewing
12
bryology
10
cache
8
cardiology
10
category_theory
10
causal
10
cellular
11
ceramics
12
chaos
10
checksum
11
climate
11
clustering_metrics
8
color
11
color_check
16
color_science
12
column_rank
1
combinatorial
10
combustion
12
composites
12
concrete
12
conformal
6
contest_strategy
7
continuous_batching
10
contrastive_learning
10
control
9
convex
9
copula
5
correlation
4
corrosion
12
cosmology
12
cost_router
10
counter_rng
11
cryogenics
12
cryology
10
cryptanalysis
12
currency
12
cytology
10
cytometry
10
data.dataframe
1
database
9
decision_analysis
10
degradation_state
13
dendrochronology
10
dendrology
12
dentistry
12
dependency
8
differentiate
6
diffusion_models
10
dimensionality
8
dimensions
10
discrete_event.contract
18
discrete_event.queue_sim
5
discrete_event.replicate
2
discrete_event.resource
2
discrete_event.warmup
2
distillation
12
distributed_collectives
10
document_layout
7
dosimetry
10
drones
12
earth
10
ecohydrology
10
ecology
12
economic_indicators
12
ecophysiology
10
election
8
electrical
14
electrochemistry
10
electrostatics
10
elevator
12
encoding
7
encryption_modes
12
ensembles
4
entomology
12
env
5
epidemiology
10
ergonomics
12
esrnn.bias_correction
2
esrnn.global_residual
7
esrnn.per_frequency
2
etiology
10
evaluation.binning
4
evaluation.contract
13
evaluation.gates
3
evaluation.resample
3
evaluation.scores
6
evaluation_feedback
10
evolutionary_search
7
exactnum.eft
24
exactnum.lstsq
9
execution_planner
10
explainability
4
fault_tolerance
10
feature_engineering
10
feature_selection
9
fermentation
10
filepath.pathlib
8
fire_safety
12
fisheries
12
fluid
12
food_science
12
forecast_metrics
10
forecasting.backtest
4
forecasting.bagging
3
forecasting.contract
18
forecasting.fitted
7
forecasting.hierarchy
5
forecasting.intermittent
4
forecasting.origin_select
3
forecasting.point
8
forecasting.pool
5
forecasting.select
2
forensics
12
formal_logic
14
fused_kernels
10
fuzzy_logic
11
game_physics
12
game_theory
8
gaussian_process
5
gbdt
4
gemm.blocked
4
gemm.contract
5
generation_loop
10
genomics
10
glaciology
10
greenhouse
12
hematology
10
hmm
4
horticulture
10
hvac
12
hybrid_reasoning
10
hydraulics
12
hydrology
12
hydrometeorology
10
hydroponics
12
imbalance
5
immunology
10
information_theory
10
insurance
12
integrate
6
interpolate
6
inventory
11
kalman
11
laundry
12
lidar
12
lidar_mapping
10
limnochemistry
11
limnology
10
linear_models
4
linear_programming
8
linguistics
12
logging.logger
1
logic_circuit
13
logistics
12
lora_adapters
10
lottery
12
marine
12
materials
12
metabolomics
10
metaldispatch.contract
2
metaldispatch.session_prefill_policy
5
metallurgy
12
meteorology
10
metrics_agg
12
microbiology
10
mineralogy
10
mining
12
mixture_models
5
mixture_of_experts
10
ml.classifiers
7
ml.clustering
4
ml.knn
10
ml.metrics
7
ml.preprocessing
6
ml.random_forest
8
mlpk.contract
11
mlpk.gated_ffn
6
model_abi
10
model_compare
4
model_interop
10
model_parallel
10
model_router
10
model_selection
5
moe_production
10
moe_routing
10
multi_objective
7
multimodal
10
museum
12
music_theory
12
mycology
10
nanotechnology
12
nephrology
10
neuropharmacology
10
neurophysics
10
nlp
11
normk.contract
5
normk.rmsnorm
4
nuclear
12
numerical_stability
12
numismatics
12
numpy_ops
10
nutrition
12
observability
10
ode
8
online_learning
10
operations_research
13
ophthalmology
10
optics
10
optimization.assignment
7
optimization.explain
12
optimization.flow
10
optimization.integer
6
optimization.linear
9
optimization.model
37
optimization.multiobjective
14
optimization.quadratic
8
optimization.robust
9
optimization.routing
15
optimization.scheduling
10
optimization_meta
7
optimize
8
optmodel.formulation
5
optmodel.judge
3
optmodel.solve
2
orthodontics
10
packaging
12
paleontology
12
palynology
10
pandas_groupby
10
paper_science
12
pattern
12
pde
10
pedology
10
pension
12
perfumery
12
persistence
11
pest_control
12
pharmacology
10
photonics
12
photovoltaics
10
physics
12
phytochemistry
10
pipeline
12
pipelines
5
plasma_physics
10
pls
4
plumbing
12
pneumatics
12
polymer
12
polynomial
10
population
10
positional_encoding
10
power_systems
12
printing
12
privacy
10
procurement
12
progexec.contract
1
progexec.exec
1
progexec.roundexact
1
project_management
12
proteomics
10
protocol
10
psychometrics
12
pulmonology
10
quantum
11
quantum_computing
12
queue_ds
12
queueing
11
radar
12
radiometry
10
random_utils
7
real_estate
12
recommender
9
refrigeration
12
regex_engine
9
reinforcement
8
reliability
11
rerank_eval
9
reservoir
7
residentk.contract
12
residentk.probe
3
rheology
10
risk
11
rlhf_dpo
10
robotics
12
robustness
8
root_finding
9
rubber
12
scheduler_ops
10
scheduling_algo
9
scipy_optimize_ops
10
scoring
11
security_governance
10
sedimentology
10
seismology
12
semiconductors
12
seq_nn
9
series
10
set_ops
12
sheet.api
2
sheet.engine
1
sheet.formula
3
sheet.grid
1
sheet.refs
7
sheet.values
19
silviculture
10
simulation
8
sketch
9
soil_mechanics
10
soil_science
12
solar_energy
12
sorting
10
sparse
6
sparse_numerics.csr
34
sparse_numerics.diagnostics
21
sparse_numerics.factor
11
sparse_numerics.iterative
18
sparse_numerics.spmv
16
sparse_vector
10
special_functions
12
speculative_decoding
10
speleology
10
sports_analytics
12
stochastic
10
strategy.contract
42
strategy.crn
17
strategy.equilibrium
22
strategy.policy
8
strategy.tournament
8
streaming.contract
21
streaming.distinct
11
streaming.drift
8
streaming.frequency
16
streaming.quantiles
15
streaming.windows
10
structs.containers
2
structural
12
structured_output
10
supply_chain
12
survival
8
survival_analysis.base
9
survival_analysis.competing
3
survival_analysis.cox
3
survival_analysis.hazard
2
survival_analysis.km
3
survival_analysis.parametric
2
sustainability
12
svm_kernel
9
svm_solver
5
taphonomy
10
telecommunications
12
thermodynamics
11
timber
12
toxicology
12
transform
12
transportation
12
tribochemistry
10
tribology
12
ultrasonics
10
units
8
urban_planning
12
vector_search
10
vector_similarity
10
veterinary
12
video_accessibility
9
video_color
9
video_features
5
video_gate
6
video_ops
8
video_quality
6
video_regions
7
video_similarity
7
video_storyboard
6
virology
10
viticulture
12
volcanology
12
voting
11
wastewater
12
watchmaking
12
water_chemistry
10
weight_loader
10
welding
12
wind_energy
12
wood_science
10
workflow_engine
10
Call a module
Every module here is callable through the same surface — the HTTP API, the de CLI, and the MCP tools. See Runtime libraries for the GET /v1/libraries, GET /v1/libraries/health, and POST /v1/libraries/execute details.
Last updated
Was this helpful?