An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "machine learning" keyword

Top 0.4% on pypi.org
tensorflow-gpu 2.12.0
Removed: please install "tensorflow" instead.
97 versions - Latest release: over 3 years ago - 155 dependent packages - 11,499 dependent repositories - 25.1 thousand downloads last month - 198,848 stars on GitHub - 3 maintainers
Top 2.7% on pypi.org
zenml 0.96.4
ZenML: MLOps for Reliable AI: from Classical AI to Agents.
196 versions - Latest release: 9 days ago - 2 dependent packages - 44 dependent repositories - 134 thousand downloads last month - 5,580 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
h2o 3.46.0.12
H2O, Fast Scalable Machine Learning, for python
123 versions - Latest release: about 1 month ago - 14 dependent packages - 393 dependent repositories - 176 thousand downloads last month - 7,499 stars on GitHub - 1 maintainer
executorch 1.4.1
On-device AI across mobile, embedded and edge for PyTorch
17 versions - Latest release: 29 days ago - 210 thousand downloads last month - 4,993 stars on GitHub - 4 maintainers
xgrammar 0.2.6
Efficient, Flexible and Portable Structured Generation
54 versions - Latest release: 4 days ago - 6.11 million downloads last month - 1,830 stars on GitHub - 4 maintainers
Top 1.0% on pypi.org
kedro 1.6.0
Kedro helps you build production-ready data and analytics pipelines
72 versions - Latest release: 4 days ago - 39 dependent packages - 402 dependent repositories - 1.18 million downloads last month - 10,990 stars on GitHub - 3 maintainers
Top 0.4% on pypi.org
imgaug 0.4.0
Image augmentation library for deep neural networks
11 versions - Latest release: over 6 years ago - 97 dependent packages - 3,657 dependent repositories - 388 thousand downloads last month - 14,738 stars on GitHub - 1 maintainer
Top 0.1% on pypi.org
torch 2.14.0
Tensors and Dynamic neural networks in Python with strong GPU acceleration
53 versions - Latest release: 11 days ago - 6,944 dependent packages - 92,053 dependent repositories - 70.9 million downloads last month - 102,657 stars on GitHub - 4 maintainers
Top 0.4% on pypi.org
gradio 6.27.0
Python library for easily interacting with trained machine learning models
710 versions - Latest release: 2 days ago - 370 dependent packages - 11,837 dependent repositories - 9.41 million downloads last month - 43,450 stars on GitHub - 6 maintainers
hagelslag 0.6
Hagelslag is a Python package for storm-based analysis, forecasting, and evaluation.
5 versions - Latest release: over 2 years ago - 1 dependent package - 2 dependent repositories - 73 downloads last month - 73 stars on GitHub - 1 maintainer
aimnet 0.2.0
AIMNet Machine Learned Interatomic Potential
4 versions - Latest release: 4 months ago - 5.36 thousand downloads last month - 101 stars on GitHub - 1 maintainer
Top 3.6% on pypi.org
torchgeo 0.10.0 ๐Ÿ’ฐ
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
21 versions - Latest release: 29 days ago - 6 dependent packages - 4 dependent repositories - 54.5 thousand downloads last month - 4,165 stars on GitHub - 5 maintainers
Top 1.9% on pypi.org
orange3 3.40.0 ๐Ÿ’ฐ
Orange, a component-based data mining framework.
68 versions - Latest release: 9 months ago - 10 dependent packages - 16 dependent repositories - 35.1 thousand downloads last month - 5,678 stars on GitHub - 6 maintainers
Top 0.9% on pypi.org
torchmetrics 1.9.0
PyTorch native Metrics
73 versions - Latest release: 6 months ago - 340 dependent packages - 7,449 dependent repositories - 13.1 million downloads last month - 2,465 stars on GitHub - 3 maintainers
torchoptics 1.0.2
Python library for differentiable Fourier optics simulations with PyTorch.
18 versions - Latest release: 5 months ago - 611 downloads last month - 161 stars on GitHub - 1 maintainer
agentdojo 0.1.35
A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents
36 versions - Latest release: 11 months ago - 28.1 thousand downloads last month - 814 stars on GitHub - 1 maintainer
yellowbrickhotfix 1.2.17 ๐Ÿ’ฐ
A suite of visual analysis and diagnostic tools for machine learning.
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 10 downloads last month - 4,399 stars on GitHub - 1 maintainer
fwexplainerdashboard 0.3.6 ๐Ÿ’ฐ
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" mach...
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 4 downloads last month - 2,512 stars on GitHub - 1 maintainer
phantom-tensors 0.3.0
Tensor-like types โ€“ with variadic shapes โ€“ that support both static and runtime type checking, an...
3 versions - Latest release: about 2 years ago - 160 downloads last month - 20 stars on GitHub - 1 maintainer
infty 0.1.2
A continual learning optimizer and visualization toolkit
2 versions - Latest release: 4 months ago - 173 downloads last month - 575 stars on GitHub - 1 maintainer
pandas2tensorboard 0.1.1a1
Pandas DataFrames converted to TensorBoard Format
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 8 downloads last month - 3 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
nlpaug 1.1.11 ๐Ÿ’ฐ
Natural language processing augmentation library for deep neural networks
37 versions - Latest release: about 4 years ago - 28 dependent packages - 141 dependent repositories - 131 thousand downloads last month - 4,666 stars on GitHub - 1 maintainer
mlindex 0.1.3
A data driven approach to powder diffraction indexing
3 versions - Latest release: 30 days ago - 1 stars on GitHub - 1 maintainer
nvidia-raft-dask-cu111 0.0.1.dev5
A fake package to warn the user they are not installing the correct package.
1 version - Latest release: almost 4 years ago - 24 downloads last month - 1 maintainer
Top 2.9% on pypi.org
torch-geometric-temporal 0.56.2 ๐Ÿ’ฐ
A Temporal Extension Library for PyTorch Geometric.
50 versions - Latest release: about 1 year ago - 5 dependent packages - 18 dependent repositories - 5.04 thousand downloads last month - 2,992 stars on GitHub - 3 maintainers
Top 7.3% on pypi.org
mlpack3 3.4.2 ๐Ÿ’ฐ
a flexible, fast machine learning library
14 versions - Latest release: almost 6 years ago - 3 dependent repositories - 172 downloads last month - 5,702 stars on GitHub - 2 maintainers
Top 3.4% on pypi.org
mlpack 4.8.0 ๐Ÿ’ฐ
a flexible, fast machine learning library
27 versions - Latest release: 3 months ago - 1 dependent package - 7 dependent repositories - 1.81 thousand downloads last month - 5,709 stars on GitHub - 2 maintainers
perpetual 2.1.0 ๐Ÿ’ฐ
A self-generalizing gradient boosting machine that doesn't need hyperparameter optimization
74 versions - Latest release: 6 months ago - 6.09 thousand downloads last month - 705 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
yellowbrick 1.2.1 ๐Ÿ’ฐ
A suite of visual analysis and diagnostic tools for machine learning.
24 versions - Latest release: over 5 years ago - 24 dependent packages - 1,085 dependent repositories - 462 thousand downloads last month - 4,399 stars on GitHub - 3 maintainers
esnpy 0.4.0
Out-of-the-box framework for Echo State Networks
5 versions - Latest release: over 3 years ago - 32 downloads last month - 7 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
pdpipe 1.1.1
Easy pipelines for pandas.
89 versions - Latest release: 6 months ago - 1 dependent package - 12 dependent repositories - 1.28 thousand downloads last month - 731 stars on GitHub - 1 maintainer
dystopia 0.0.1 ๐Ÿ’ฐ
Future library.
1 version - Latest release: almost 4 years ago - 9 downloads last month - 8 stars on GitHub - 1 maintainer
pyhard 2.2.4
Analyze, explore and visualize instance hardness within datasets
41 versions - Latest release: almost 2 years ago - 1 dependent repositories - 228 downloads last month - 6 stars on gitlab.com - 1 maintainer
olympus 0.4
A tool for creating a REST API for any machine learning model, in seconds.
1 version - Latest release: almost 9 years ago - 1 dependent repositories - 77 downloads last month - 1 maintainer
pydantic-open-inference 1.3.2
Call an Open Inference server using pydantic models defining your model inputs and outputs.
6 versions - Latest release: 6 months ago - 72 downloads last month - 1 stars on GitHub - 1 maintainer
copro 0.1.2
Python-model build on scikit-learn functions, designed to facilitate the set-up, execution, and e...
4 versions - Latest release: over 3 years ago - 18 downloads last month - 8 stars on GitHub - 1 maintainer
notnews 0.4.0
Predict Soft News
6 versions - Latest release: 27 days ago - 1 dependent repositories - 179 downloads last month - 7 stars on GitHub - 2 maintainers
ttnn-shutov 0.65.0.dev20251205
General compute framework for Tenstorrent devices | Provenance build: repackaged from tt-metal tt...
2 versions - Latest release: about 2 months ago - 18 downloads last month - 1,667 stars on GitHub - 1 maintainer
scikit-activeml 1.0.0
scikit-activeml is a Python library for active learning on top of SciPy and scikit-learn.
21 versions - Latest release: 9 months ago - 1 dependent repositories - 7.53 thousand downloads last month - 201 stars on GitHub - 2 maintainers
finetuning-scheduler 2.13.0
A PyTorch Lightning extension that enhances model experimentation with flexible fine-tuning sched...
46 versions - Latest release: about 2 months ago - 4.07 thousand downloads last month - 69 stars on GitHub - 1 maintainer
tril 0.2.1
Transformers Reinforcement and Imitation Learning Library
3 versions - Latest release: almost 3 years ago - 25 downloads last month - 132 stars on GitHub - 1 maintainer
facial-keypoints-detecter 1.0.0
A CNN based facial keypoints detector.
1 version - Latest release: almost 4 years ago - 157 downloads last month - 3 stars on GitHub - 1 maintainer
torch-abi 1.13.0a0
Tensors and Dynamic neural networks in Python with strong GPU acceleration
1 version - Latest release: over 2 years ago - 6 downloads last month - 102,774 stars on GitHub - 1 maintainer
neural-trees 0.4.0
Soft decision trees, mixture of experts, and statistical model comparison tests for Python. Sciki...
3 versions - Latest release: 3 days ago - 119 downloads last month - 35 stars on GitHub - 1 maintainer
motrainer 0.1.7
Parallel Training Measurement Operators (MO) for Data Assimilation (DA) Applications
7 versions - Latest release: about 2 years ago - 18 downloads last month - 2 stars on GitHub - 1 maintainer
pycvi-lib 1.0.1
Internal Cluster Validity Indices in python, compatible with time-series data
10 versions - Latest release: 2 months ago - 36 downloads last month - 4 stars on GitHub - 1 maintainer
dianna 1.8.1
Deep Insight And Neural Network Analysis
21 versions - Latest release: 2 months ago - 1 dependent repositories - 145 downloads last month - 58 stars on GitHub - 3 maintainers
ttnn 0.78.0
General compute framework for Tenstorrent devices
75 versions - Latest release: 8 days ago - 4.87 thousand downloads last month - 1,667 stars on GitHub - 1 maintainer
delve 0.1.50
Delve lets you monitor PyTorch model layer saturation during training
44 versions - Latest release: over 3 years ago - 1 dependent repositories - 114 downloads last month - 83 stars on GitHub - 2 maintainers
nvidia-raft-dask-cu11 0.0.1.dev5
A fake package to warn the user they are not installing the correct package.
1 version - Latest release: almost 4 years ago - 7 downloads last month - 1 maintainer
servir-aces 2024.1.1
Agricultural Classification and Estimation Service (ACES)
14 versions - Latest release: over 2 years ago - 23 downloads last month - 18 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
nvidia-nccl-cu12 2.30.7
NVIDIA Collective Communication Library (NCCL) Runtime
31 versions - Latest release: 3 months ago - 33 dependent packages - 1 dependent repositories - 48.2 million downloads last month - 1 maintainer
dxtb 0.4.0
Fully Differentiable Approach to Extended Tight Binding
7 versions - Latest release: 6 months ago - 1.37 thousand downloads last month - 142 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
matgl 4.0.3
MatGL is a framework for graph deep learning for materials science.
62 versions - Latest release: 2 months ago - 9 dependent packages - 2 dependent repositories - 57 thousand downloads last month - 570 stars on GitHub - 1 maintainer
indigo-print 2026.3.7 ๐Ÿ’ฐ
2-5X faster training, reinforcement learning & finetuning
4 versions - Latest release: 6 months ago - 17 downloads last month - 74,501 stars on GitHub - 1 maintainer
unsloth 2026.9.4 ๐Ÿ’ฐ
2-5X faster training, reinforcement learning & finetuning
242 versions - Latest release: 4 days ago - 1.84 million downloads last month - 75,738 stars on GitHub - 1 maintainer
roland-sloth 0.0.2 ๐Ÿ’ฐ
2-5X faster training, reinforcement learning & finetuning
2 versions - Latest release: 6 months ago - 13 downloads last month - 75,738 stars on GitHub - 1 maintainer
matcalc 0.5.1
Calculators for materials properties from the potential energy surface.
24 versions - Latest release: 4 months ago - 2 dependent packages - 1 dependent repositories - 2.11 thousand downloads last month - 150 stars on GitHub - 1 maintainer
torchdr 0.4
Torch Dimensionality Reduction Library
5 versions - Latest release: 7 months ago - 4.24 thousand downloads last month - 212 stars on GitHub - 1 maintainer
bigfeat 0.1
Automated feature engineering library
1 version - Latest release: over 3 years ago - 44 downloads last month - 8 stars on GitHub - 1 maintainer
nvidia-dali-tf-plugin-cuda115 0.0.1.dev5
A fake package to warn the user they are not installing the correct package.
1 version - Latest release: about 4 years ago - 8 downloads last month - 1 maintainer
partycls 2.0.2
Unsupervised learning of the structure of particulate systems
5 versions - Latest release: almost 3 years ago - 1 dependent repositories - 12 downloads last month - 13 stars on GitHub - 1 maintainer
mrpro 0.0.0
MR image reconstruction and processing package specifically developed for PyTorch.
21 versions - Latest release: about 3 years ago - 310 downloads last month - 54 stars on GitHub - 3 maintainers
torchsurv 0.2.0
Deep survival analysis made easy with pytorch
7 versions - Latest release: 3 months ago - 2.86 thousand downloads last month - 215 stars on GitHub - 3 maintainers
fall-ml 0.0.1
Real-time lifelong machine learning
1 version - Latest release: almost 4 years ago - 47 downloads last month - 2 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
foundry-ml 1.2.2
Package to support simplified application of machine learning models to datasets in materials sci...
43 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 180 downloads last month - 88 stars on GitHub - 3 maintainers
Top 0.3% on pypi.org
optax 0.2.8
A gradient processing and optimization library in JAX.
26 versions - Latest release: 6 months ago - 227 dependent packages - 2,454 dependent repositories - 3.24 million downloads last month - 2,333 stars on GitHub - 3 maintainers
nvidia-cuda-cccl-cu11 11.8.89
CUDA CCCL
2 versions - Latest release: almost 4 years ago - 532 downloads last month - 1 maintainer
Top 2.3% on pypi.org
ludwig 0.17.9
Declarative machine learning: End-to-end machine learning pipelines using data-driven configurati...
78 versions - Latest release: 27 days ago - 1 dependent package - 119 dependent repositories - 2.2 thousand downloads last month - 10,876 stars on GitHub - 3 maintainers
onnxruntime-ep-webgpu 0.3.0
ONNX Runtime WebGPU Plugin Execution Provider
3 versions - Latest release: 19 days ago - 6.71 thousand downloads last month - 21,590 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
crowd-kit 1.4.2
Computational Quality Control for Crowdsourcing
24 versions - Latest release: 11 months ago - 3 dependent packages - 5 dependent repositories - 3.32 thousand downloads last month - 254 stars on GitHub - 2 maintainers
Top 9.5% on pypi.org
augmenty 1.4.4
An augmentation library based on SpaCy for joint augmentation of text and labels.
33 versions - Latest release: over 2 years ago - 4 dependent packages - 1 dependent repositories - 129 downloads last month - 156 stars on GitHub - 1 maintainer
cando-py 2.3.4
CANDO is a unique computational drug discovery, design, and repurposing platform.
5 versions - Latest release: about 1 year ago - 60 downloads last month - 36 stars on GitHub - 2 maintainers
mantik 0.5.11
mantik for mlflow
35 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 68 downloads last month - 0 stars on gitlab.com - 1 maintainer
cellsweep 0.1.3
Denoising scRNA-seq in a smart and efficient way.
4 versions - Latest release: 6 months ago - 108 downloads last month - 20 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
scikit-learn-intelex 2026.1.0
Intelยฎ Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application.
46 versions - Latest release: 3 months ago - 18 dependent packages - 615 dependent repositories - 139 thousand downloads last month - 1,356 stars on GitHub - 2 maintainers
quapy 0.2.2
QuaPy: a framework for Quantification in Python
10 versions - Latest release: 24 days ago - 1 dependent repositories - 296 downloads last month - 67 stars on GitHub - 2 maintainers
chaincrafter 0.2.3
Seamless integration and composability for large language model apps.
5 versions - Latest release: about 3 years ago - 20 downloads last month - 7 stars on GitHub - 1 maintainer
nvidia-cudnn-cu110 0.0.1.dev5
A fake package to warn the user they are not installing the correct package.
1 version - Latest release: about 4 years ago - 20 downloads last month - 1 maintainer
h2o-pysparkling-scoring-3.3 3.46.0.6.post1
Sparkling Water integrates H2O's Fast Scalable Machine Learning with Spark
24 versions - Latest release: almost 2 years ago - 12 downloads last month - 980 stars on GitHub - 1 maintainer
metaquantus 0.0.5
MetaQuantus is a XAI performance tool for identifying reliable metrics.
5 versions - Latest release: almost 3 years ago - 26 downloads last month - 44 stars on GitHub - 1 maintainer
llm-toolkit 0.2.3
LLM Finetuning resource hub + toolkit
9 versions - Latest release: about 2 years ago - 50 downloads last month - 755 stars on GitHub - 2 maintainers
upet 0.3.0
A universal interatomic potential for advanced materials modeling
11 versions - Latest release: 3 days ago - 4.14 thousand downloads last month - 230 stars on GitHub - 3 maintainers
torchmetrics-ext 0.3.2
An extension of torchmetrics package.
6 versions - Latest release: 5 months ago - 152 downloads last month - 8 stars on GitHub - 1 maintainer
gradio-version-freeze 3.32.2
Python library for easily interacting with trained machine learning models
8 versions - Latest release: over 3 years ago - 1 dependent repositories - 26 downloads last month - 43,496 stars on GitHub - 1 maintainer
speculators 0.8.0 ๐Ÿ’ฐ
A unified library for creating, representing, and storing speculative decoding algorithms for LLM...
20 versions - Latest release: 9 days ago - 5.18 thousand downloads last month - 806 stars on GitHub - 1 maintainer
metatrain 2026.3.1
Training and evaluating machine learning models for atomistic systems.
21 versions - Latest release: 2 months ago - 4.58 thousand downloads last month - 78 stars on GitHub - 3 maintainers
nvidia-pylibraft-cu113 0.0.1.dev5
A fake package to warn the user they are not installing the correct package.
1 version - Latest release: almost 4 years ago - 16 downloads last month - 1 maintainer
healthsageai 0.1.7
HealthSage AI LLMs, Healthcare genAI platform
5 versions - Latest release: over 2 years ago - 13 downloads last month - 1 maintainer
healthsageai-note-to-fhir 0.1
HealthSage AI LLM - from clinical note to FHIR
1 version - Latest release: almost 3 years ago - 10 downloads last month - 1 maintainer
Top 8.4% on pypi.org
elm 0.1.3
Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/reg...
3 versions - Latest release: almost 8 years ago - 4 dependent repositories - 46 downloads last month - 94 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
h2o-client 3.46.0.12
H2O, Fast Scalable Machine Learning, for python
23 versions - Latest release: about 1 month ago - 3 dependent repositories - 2.27 thousand downloads last month - 7,504 stars on GitHub - 1 maintainer
evo-hp 0.1.0
Evolutionary Hyperparameter Optimizer โ€” a scikit-learn-compatible hyperparameter tuner that evolv...
1 version - Latest release: 8 days ago - 0 stars on GitHub - 1 maintainer
evo-gafs 0.1.1
Genetic Algorithm Feature Selector โ€” a scikit-learn-compatible wrapper feature selector for tabul...
2 versions - Latest release: 3 months ago - 137 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.6% on pypi.org
persim 0.3.8
Distances and representations of persistence diagrams
22 versions - Latest release: over 1 year ago - 4 dependent packages - 33 dependent repositories - 59.2 thousand downloads last month - 143 stars on GitHub - 3 maintainers
Top 1.0% on pypi.org
featuretools 1.31.0
a framework for automated feature engineering
105 versions - Latest release: over 2 years ago - 23 dependent packages - 286 dependent repositories - 134 thousand downloads last month - 7,675 stars on GitHub - 8 maintainers
truthnet 0.0.27
Algorithmic Lie Detector
28 versions - Latest release: over 2 years ago - 112 downloads last month - 1 stars on GitHub - 1 maintainer
kd-lib 0.0.32
A PyTorch model compression library containing easy-to-use methods for knowledge distillation, pr...
8 versions - Latest release: over 4 years ago - 1 dependent repositories - 45 downloads last month - 638 stars on GitHub - 3 maintainers
badger-opt 1.6.0
Interface for optimization of arbitrary problems in Python.
50 versions - Latest release: about 2 months ago - 1 dependent repositories - 268 downloads last month - 25 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
pyod 3.6.5 ๐Ÿ’ฐ
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio...
116 versions - Latest release: 27 days ago - 50 dependent packages - 498 dependent repositories - 3.83 million downloads last month - 9,999 stars on GitHub - 1 maintainer
Related Keywords
deep learning 873 machine-learning 613 python 570 data science 358 pytorch 346 nvidia 320 artificial intelligence 305 reinforcement learning 282 ai 273 supervised learning 250 unsupervised learning 245 logging 236 deep-learning 230 AI 173 data-science 162 scikit-learn 160 ml 148 neural networks 145 classification 143 tensorflow 139 llm 126 computer vision 125 nlp 122 visualization 116 statistics 116 cuda 111 neural network 105 optimization 102 natural language processing 93 data analysis 93 regression 84 runtime 84 automl 81 numpy 78 data mining 78 transformers 73 clustering 72 time series 71 pandas 70 bioinformatics 67 sklearn 65 mlops 65 inference 62 reproducibility 61 neural-network 59 feature engineering 59 data 58 keras 57 feature selection 54 computer-vision 54 gpu 54 NLP 53 jax 53 artificial-intelligence 53 ML 51 torch 48 dataset 47 data preprocessing 44 openai 42 preprocessing 41 api 39 data-analysis 38 framework 38 data cleaning 38 gradio 37 data-visualization 37 audio 37 embeddings 37 xgboost 36 python3 36 research 36 automation 36 training 35 forecasting 35 spark 34 interpretability 34 image processing 34 distributed 34 graph 33 modeling 33 pipeline 33 reinforcement-learning 32 time-series 32 chemistry 32 evaluation 32 tensor 30 neural-networks 30 pipelines 29 datasets 29 big data 29 anomaly detection 29 data processing 29 explainability 29 random forest 28 language models 28 education 28 natural-language-processing 28 big-data 28 finance 28 statistical analysis 27