Name,Tool Type,Parent,Company,Description,Category,URL,Is a direct URL company /tool website?,
Microsoft Azure AI Platform,Cloud Platform,,,"Cloud-based environment for training, deploying, automating, managing, and tracking ML models",Cloud ML Platform,https://azure.microsoft.com/en-us/products/machine-learning,Yes,
Vertex AI Platform,Cloud Platform,Google Cloud Platform,,A Google Cloud platform for AI and machine learning development and deployment,GPUs and AI APIs,https://cloud.google.com/vertex-ai,No,
Google Cloud Platform,Cloud Platform,,,,,,,
DataRobot Enterprise AI Platform,Platform,,,,,,,
Google AI Studio,Platform,,,,,,,
Coreweave,Cloud Platform,,,,,,,
ArangoDB,Database,,,"Multi-model database for graph, document and search",Multi-model Database,https://arangodb.com/,Yes,
Cassandra,Database,,,Highly-scalable partitioned row store,NoSQL Database,https://cassandra.apache.org/_/index.html,Yes,
ClickHouse,Database,,,Column-oriented database management system for online analytical processing,OLAP Database,https://clickhouse.com/,Yes,
InfluxDB,Database,,,Open-source time series database,Time Series Database,https://www.influxdata.com/,Yes,
LevelDB,Database,,,Fast key-value storage library,Database,http://leveldb.org/,Yes,
Milvus,Database,,,Open-source vector database for embedding similarity search and AI applications,Vector Database,https://milvus.io/,Yes,
MongoDB,Database,,,Document-oriented NoSQL database,Database,https://www.mongodb.com/lp/cloud/atlas/try4?utm_source=google&utm_campaign=search_gs_pl_evergreen_atlas_core_prosp-brand_gic-null_apac-ph_ps-all_desktop_eng_lead&utm_term=mongodb&utm_medium=cpc_paid_search&utm_ad=e&utm_ad_campaign_id=12212624359&adgroup=115749710543&cq_cmp=12212624359&gad_source=1&gclid=CjwKCAjw5Ky1BhAgEiwA5jGujmI0-QgV5DXTwtMUH6mJur8nIVAxkMMSoNHvp_519fBdvutBriWLHxoCe8AQAvD_BwE,Yes,
Neo4j,Database,,,Graph database management system,Graph Database,https://neo4j.com/,Yes,
OrientDB,Database,,,"Multi-model database supporting graph, document, key/value, and object models",Multi-model Database,https://orientdb.org/,Yes,
PostgreSQL,Database,,,Open-source relational database,Database,https://www.postgresql.org/,Yes,
Redis,Database,,,In-memory data structure store,Caching,https://redis.io/,Yes,
RocksDB,Database,,,Persistent key-value store for fast storage environments,Database,https://rocksdb.org/,Yes,
TimescaleDB,Database,,,Open-source database designed to make SQL scalable for time-series data,Time Series Database,https://www.timescale.com/,Yes,
Boruta,Format/Algorithm/System,,,Feature Selection algorithm,Feature Selection,"https://www.analyticsvidhya.com/blog/2016/03/select-important-variables-boruta-package/#:~:text=Boruta%20is%20a%20feature%20selection,crucial%20step%20in%20predictive%20modeling.",No,
CMA-ES,Format/Algorithm/System,,,Covariance Matrix Adaptation Evolution Strategy,Optimization,"https://www.sciencedirect.com/topics/computer-science/constant-modulus-algorithm#:~:text=A%20constant%20modulus%20algorithm%20is,equilibria%20in%20the%20cost%20surface.",No,
SMOTE,Format/Algorithm/System,,,Synthetic Minority Over-sampling Technique,Machine Learning,"https://www.analyticsvidhya.com/blog/2020/10/overcoming-class-imbalance-using-smote-techniques/#:~:text=SMOTE%3A%20Synthetic%20Minority%20Oversampling%20Technique,-SMOTE%20is%20an&text=This%20algorithm%20helps%20to%20overcome,positive%20instances%20that%20lie%20together.",No,
U-Net,Format/Algorithm/System,,,Convolutional network for biomedical image segmentation,Computer Vision,https://lmb.informatik.uni-freiburg.de/people/ronneber/u-net/,No,
Apache Avro,Format/Algorithm/System,Apache,,Data serialization system,Data Serialization,https://avro.apache.org/,Yes,
Cap'n Proto,Format/Algorithm/System,,,Insanely fast data interchange format and capability-based RPC system,Data Serialization,https://capnproto.org/,Yes,
Feather,Format/Algorithm/System,,,"Fast, lightweight binary columnar data format",Data Storage,https://arrow.apache.org/docs/python/feather.html,No,
HDF5,Format/Algorithm/System,,,"Data model, library, and file format for storing and managing data",Data Storage,https://www.neonscience.org/resources/learning-hub/tutorials/about-hdf5,No,
MessagePack,Format/Algorithm/System,,,Efficient binary serialization format,Data Serialization,https://msgpack.org/index.html,Yes,
Parquet,Format/Algorithm/System,,,Columnar storage format available to any project in the Hadoop ecosystem,Data Storage,https://parquet.apache.org/,Yes,
Protocol Buffers,Format/Algorithm/System,,,"Google's language-neutral, platform-neutral, extensible mechanism for serializing structured data",Data Serialization,"https://protobuf.dev/overview/#:~:text=Protocol%20Buffers%20are%20a%20language,it%20generates%20native%20language%20bindings.",No,
Zarr,Format/Algorithm/System,,,"Format for the storage of chunked, compressed, N-dimensional arrays",Data Storage,https://zarr.dev/,Yes,
BOHB,Format/Algorithm/System,,,Bayesian Optimization and HyperBand,Hyperparameter Tuning,"https://dzone.com/articles/bayesian-optimization-and-hyperband-bohb-hyperpara#:~:text=Bayesian%20Optimization%20and%20Hyperband%20(BOHB)%20is%20a%20cutting%2Dedge,hyperparameters%20for%20machine%20learning%20models.",No,
NATS,Format/Algorithm/System,,,Cloud native messaging system,Message Queue,https://nats.io/,Yes,
Git,Format/Algorithm/System,,,Distributed version control system,Version Control,https://git-scm.com/,Yes,
ONNX (Open Neural Network Exchange),Format/Algorithm/System,,,Open format to represent machine learning models,Model Interoperability,https://onnx.ai/,Yes,
AIOHTTP,Framework,,,Asynchronous HTTP client/server framework for asyncio and Python,Web Development,https://docs.aiohttp.org/en/stable/,Yes,
Apache Flink,Framework,Apache,,"Stream processing framework for distributed, high-performing data streaming applications",Data Processing,https://flink.apache.org/,Yes,
Apache Spark,Framework,Apache,,Unified analytics engine for big data processing,Big Data Processing,https://spark.apache.org/,Yes,
Apache Thrift,Framework,Apache,,Software framework for scalable cross-language services development,RPC,https://thrift.apache.org/,Yes,
Apache TinkerPop,Framework,Apache,,Graph computing framework for both graph databases and graph analytic systems,Graph Computing,https://tinkerpop.apache.org/,Yes,
Auto-PyTorch,Framework,Python,,Automated Deep Learning,AutoML,https://www.automl.org/automl-for-x/tabular-data/autopytorch/,No,
BentoML,Framework,,,Model Serving Framework,MLOps,https://www.bentoml.com/,Yes,
Caffe,Framework,,,"Deep learning framework made with expression, speed, and modularity in mind",Deep Learning,https://caffe.berkeleyvision.org/,Yes,
Chainer,Framework,,,Deep learning framework,Deep Learning,https://chainer.org/,Yes,
Core ML,Framework,,,Reduce memory usage and power consumption,Edge Computing,https://developer.apple.com/documentation/coreml/,No,
Dash,Framework,,,Python framework for building analytical web applications,Web Development,,,
DEAP,Framework,,,Distributed Evolutionary Algorithms in Python,Evolutionary Computation,https://deap.readthedocs.io/en/master/,No,
Django,Framework,,,High-level Python web framework,Web Development,https://djangoproject.com/,Yes,
Dopamine,Framework,,,Research framework for fast prototyping of reinforcement learning algorithms,Reinforcement Learning,,,
FastAPI,Framework,,,"Modern, fast (high-performance), web framework for building APIs with Python",API Development,https://fastapi.tiangolo.com/,Yes,
Flask,Framework,,,Lightweight WSGI web application framework,API Development,https://www.moesif.com/blog/technical/api-development/Building-RESTful-API-with-Flask/,No,
gRPC,Framework,,,"High performance, open-source universal RPC framework",RPC,https://grpc.io/,Yes,
Hadoop,Framework,,,Distributed storage and processing of big data,Big Data Processing,https://hadoop.apache.org/,Yes,
Haystack,Framework,,,"Creating production-ready LLM applications, generative pipelines, and smart search systems for large document collections",,https://haystack.deepset.ai/,Yes,
Horovod,Framework,,,"Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet",Distributed Computing,https://horovod.ai/,Yes,
InterpretML,Framework,,,Extensible framework for model interpretability,Model Interpretability,https://interpret.ml/,Yes,
Jina,Framework,,,,,https://jina.ai/,Yes,
Kedro,Framework,,,"Python framework for creating reproducible, maintainable and modular data science code",MLOps,https://kedro.org/,Yes,
LangChain,Framework,,,Open source framework to build with LLMs by chaining interoperable components,LLM Application Development,https://www.langchain.com/,No,
LightGBM,Framework,,,Gradient boosting framework that uses tree-based learning algorithms,Machine Learning,https://lightgbm.readthedocs.io/en/stable/,Yes,
Lightning,Framework,,,,,https://lightning.ai/,Yes,
LlamaIndex,Framework,,,Data framework for LLM applications,LLM Application Development,https://www.llamaindex.ai/,Yes,
Ludwig,Framework,,,Data-centric declarative deep learning framework,AutoML,https://ludwig.ai/,Yes,
Metaflow,Framework,,,Human-friendly Python library for data science,MLOps,https://metaflow.org/,Yes,
MLRun,Framework,,,Open-source MLOps orchestration framework,MLOps,https://www.mlrun.org/,Yes,
MXNet,Framework,,,Deep learning framework designed for both efficiency and flexibility,Deep Learning,https://mxnet.apache.org/versions/1.9.1/,Yes,
Optuna,Framework,,,Hyperparameter optimization framework,Hyperparameter Tuning,https://optuna.org/,Yes,
Paddle,Framework,,,Python neural search framework for scalable Cloud deployment,,https://www.paddle.com/,Yes,
PyTorch,Framework,Python,,Open-source machine learning library,Model Development,https://pytorch.org/,Yes,
PyTorch Mobile,Framework,,,Mobile version of PyTorch for on-device ML,Edge Computing,https://pytorch.org/mobile/home/,Yes,
Ray,Framework,,,Distributed computing framework,Distributed Computing,https://www.ray.io/,Yes,
ROS,framework,,,A cluster's OS functionality on diverse computers via framework and tools,,https://www.ros.org/,Yes,
Sanic,Framework,,,Async Python 3.7+ web server/framework,Web Development,https://sanic.dev/,Yes,
Spark,Framework,,,generation and editing textual content,,https://www.spark.ai/,Yes,
Starlette,Framework,,,Lightweight ASGI framework/toolkit for building async web services,Web Development,https://www.starlette.io/,Yes,
Streamlit,Framework,,,Open-source app framework for Machine Learning and Data Science projects,Web Development,https://streamlit.io/,Yes,
TensorFlow,Framework,,,Open-source machine learning platform,Model Development,https://www.tensorflow.org/lite/models/build,Yes,
TensorFlow Federated,Framework,TensorFlow,,Open-source framework for machine learning and other computations on decentralized data,Federated Learning,https://www.tensorflow.org/federated/federated_learning,Yes,
TensorFlow Lite,Framework,TensorFlow,,Lightweight solution for mobile and embedded devices,Edge Computing,https://www.tensorflow.org/lite,Yes,
TensorRT,Framework,,,,,"https://developer.nvidia.com/tensorrt#:~:text=TensorRT%2C%20built%20on%20the%20CUDA,to%20PCs%20to%20data%20centers.",No,
Tornado,Framework,,,Python web framework and asynchronous networking library,Web Development,https://www.tornadoweb.org/en/stable/,Yes,
ZenML,Framework,,,MLOps framework for creating reproducible ML pipelines,MLOps,https://www.zenml.io/,Yes,
Apache Beam,Framework,Apache,,Unified programming model for defining and executing data processing pipelines,Data Processing,https://beam.apache.org/,Yes,
Scrapy,"Framework, Scraping",Python,,Fast high-level web crawling and scraping framework,Web Scraping,https://scrapy.org/,Yes,
Python,Language,,,,,,,
R,Language,,,,,,,
Cython,Language,,,Optimising static compiler for Python and the Cython programming language,Performance Optimization,https://cython.org/,Yes,
Julia,Language,,,A specialized language for fast numerical and scientific computing,Programming Language,https://julialang.org/,Yes,
CUDA,Language,,,Parallel computing platform for GPUs,Hardware Acceleration,"https://developer.nvidia.com/cuda-toolkit#:~:text=The%20NVIDIA%C2%AE%20CUDA%C2%AE,%2Dbased%20platforms%2C%20and%20supercomputers.",Yes,
Pyro,Language,"Python, Pytorch",,"A universal probabilistic programming language (PPL) written in Python and supported by PyTorch on the backend. Pyro enables flexible and expressive deep probabilistic modeling, unifying the best of modern deep learning and Bayesian modeling",Programming Language,https://pyro.ai/,Yes,
AIX360,Library,,,Interpretability and explainability for AI models,Model Interpretability,https://aix360.res.ibm.com/,Yes,
Alibi Detect,Library,,,"Algorithms for outlier, adversarial and drift detection",Anomaly Detection,https://www.seldon.io/solutions/open-source-projects/alibi-detect,No,
AllenNLP,Library,,,Open-source NLP research library,NLP,https://guide.allennlp.org/overview,Yes,
Altair,Library,,,Declarative statistical visualization library for Python,Data Visualization,https://altair-viz.github.io/,Yes,
Annoy,Library,,,Approximate Nearest Neighbors in C++ with Python bindings,Similarity Search,https://pypi.org/project/annoy/1.0.3/,No,
Apache Arrow,Library,Apache,,Cross-language development platform for in-memory data,Data Processing,https://arrow.apache.org/,Yes,Not sure
Apache Lucene,Library,Apache,,"High-performance, full-featured text search engine library",Search Library,https://lucene.apache.org/core/,Yes,
Apache Tika,Library,Apache,,Content analysis toolkit,Content Analysis,https://tika.apache.org/,Yes,
Auto-Sklearn,Library,,,Automated Machine Learning toolkit and a drop-in replacement for a scikit-learn estimator,AutoML,https://www.automl.org/automl-for-x/tabular-data/auto-sklearn/,No,
AutoGluon,Library,,,AutoML toolkit for Deep Learning,AutoML,https://auto.gluon.ai/,Yes,
AutoKeras,Library,"Python, Keras",,AutoML system based on Keras,AutoML,https://autokeras.com/,Yes,
Bayesian Optimization,Library,,,Pure Python implementation of bayesian global optimization with gaussian processes,Hyperparameter Tuning,"https://www.sciencedirect.com/topics/earth-and-planetary-sciences/bayesian-optimization#:~:text=Bayesian%20Optimization%20is%20a%20method,on%3A%20Radar%20Remote%20Sensing%2C%202022",No,
Beautiful Soup,Library,,,Python library for pulling data out of HTML and XML files,Web Scraping,https://pypi.org/project/beautifulsoup4/,No,
Bokeh,Library,,,Interactive visualization library for modern web browsers,Data Visualization,https://bokeh.org/,Yes,
Captum,Library,,,Model interpretability and understanding for PyTorch,Model Interpretability,https://captum.ai/,Yes,
CatBoost,Library,,,Gradient boosting library with categorical features support,Machine Learning,https://catboost.ai/,Yes,
Catboost,Library,,,Designed for use on problems like regression and classification having a very large number of independent features, AutoML,https://catboost.ai/en/docs/references/training-parameters/,Yes,
Celery,Library,,,Distributed task queue,Task Queue,https://docs.celeryq.dev/en/stable/,Yes,
Cerberus,Library,,,Lightweight and extensible data validation library for Python,Data Validation,https://pypi.org/project/Cerberus/0.2.0/,No,
Chart.js,Library,,,Simple yet flexible JavaScript charting for designers & developers,Data Visualization,https://www.chartjs.org/,Yes,
cuDF,Library,,,GPU DataFrame library,GPU Computing,https://pypi.org/project/cudf/,No,
cuML,Library,,,Collection of machine learning libraries that can be accelerated by NVIDIA CUDA,GPU Computing,https://pypi.org/project/cuml/,No,
CuPy,Library,,,NumPy-compatible matrix library accelerated by CUDA,GPU Computing,https://cupy.dev/,Yes,
D3.js,Library,,,"JavaScript library for producing dynamic, interactive data visualizations",Data Visualization,https://d3js.org/,Yes,
Darts,Library,,,User-friendly forecasting and anomaly detection on time series,Programming Language,https://pypi.org/project/darts/0.8.1/,No,
Dask,Library,,,Flexible library for parallel computing in Python,Data Processing,https://www.dask.org/,Yes,
Datasets,Library,,,Community library of datasets for machine learning,Data Management,,No,
DeepFace,Library,,,Facial recognition and facial attribute analysis,Computer Vision,https://viso.ai/computer-vision/deepface/,No,
Detectron2,Library,,,"Next generation of Detectron, implementing state-of-the-art object detection algorithms",Computer Vision,https://ai.meta.com/tools/detectron2/,No,
DGL (Deep Graph Library),Library,,,Python package built for easy implementation of graph neural networks,Graph Neural Networks,https://www.dgl.ai/,Yes,
DL4J (DeepLearning4J),Library,,,Deep learning library for Java,Deep Learning,https://deeplearning4j.konduit.ai/,Yes,
Dlib,Library,,,C++ toolkit containing machine learning algorithms and tools,Machine Learning,http://dlib.net/ml.htmll,Yes,
ECharts,Library,,,"A powerful, interactive charting and visualization library for browser",Data Visualization,https://echartsjs.com/,Yes,
ELI5,Library,,,A library for debugging/inspecting machine learning classifiers and explaining their predictions,Model Interpretability,https://eli5.readthedocs.io/en/latest/overview.html,No,
Face Recognition,Library,,,Face recognition library,Computer Vision,,,
FairLearn,Library,,,Python package to assess and improve fairness of machine learning models,Fairness in ML,https://fairlearn.org/,Yes,
Faiss,Library,,,Library for efficient similarity search and clustering of dense vectors,Similarity Search,https://faiss.ai/index.html,Yes,
Faker,Library,,,Python package that generates fake data,Data Generation,https://fakerjs.dev/,Yes,
Fast.Ai,Library,,,Simplifies training fast and accurate neural nets using modern best practices,Deep Learning,https://docs.fast.ai/,No,
fastText,Library,,,Library for efficient text classification and representation learning,NLP,https://fasttext.cc/,Yes,
Feature-engine,Library,,,Feature engineering package with sklearn like functionality,Feature Engineering,https://feature-engine.trainindata.com/en/latest/,Yes,
Featuretools,Library,,,Automated feature engineering,Feature Engineering,https://www.featuretools.com/,Yes,
Flair,Library,,,A Simple yet Powerful State-of-the-Art NLP Library,NLP,https://flairnlp.github.io/,Yes,
FlatBuffers,Library,,,Efficient cross platform serialization library,Data Serialization,https://flatbuffers.dev/,Yes,
Flax,Library,,,A high-performance neural network library and ecosystem for JAX that is designed for flexibility,Programming Language,https://flax.readthedocs.io/en/latest/,Yes,
Gensim,Library,,,"Open-source library for unsupervised topic modeling, document indexing, retrieval by similarity, and other natural language processing functionalities, using modern statistical machine learning",NLP,https://pypi.org/project/gensim/,No,
GPyOpt,Library,,,Bayesian Optimization framework in Python,Optimization,https://sheffieldml.github.io/GPyOpt/,No,
Gradio,Library,,,"Easy-to-use python UI for your ML model, function, or API with only a few lines of code",Web Development,https://www.gradio.app/,Yes,
Graph-tool,Library,,,Python module for manipulation and statistical analysis of graphs,Graph Analysis,https://graph-tool.skewed.de/,Yes,
GraphFrames,Library,,,Powerful abstraction for graph processing,Graph Analysis,https://graphframes.github.io/graphframes/docs/_site/index.html,Yes,
Great Expectations,Library,,,"Data validation, documentation, and profiling",Data Quality,https://greatexpectations.io/,Yes,
Highcharts,Library,,,Interactive JavaScript charts for web pages,Data Visualization,https://www.highcharts.com/,Yes,
HoloViews,Library,,,Python library for building complex visualizations easily,Data Visualization,https://holoviews.org/,Yes,
Hugging Face Transformers,Library,Hugging Face Platform,,State-of-the-art Natural Language Processing,NLP,https://huggingface.co/docs/transformers/en/index,Yes,
Hyperopt,Library,,,Distributed Asynchronous Hyperparameter Optimization,Hyperparameter Tuning,https://pypi.org/project/hyperopt/,No,
IceVision,Library,,,"Computer Vision framework to train, deploy and use Object Detection models",Computer Vision,https://pypi.org/project/icevision/,No,
igraph,Library,,,"Network analysis tools with the emphasis on efficiency, portability and ease of use",Graph Analysis,https://igraph.org/,Yes,
Imbalanced-learn,Library,,,Python package offering re-sampling techniques for imbalanced datasets,Machine Learning,https://imbalanced-learn.org/stable/,Yes,
Jax,Library,,,Autograd and XLA for high-performance machine learning research,Scientific Computing,https://jax.readthedocs.io/en/latest/,Yes,
Keras,Library,,,Open-source library that provides a Python interface for artificial neural networks,Model Development,https://keras.io/,Yes,
Koalas,Library,,,pandas API on Apache Spark,Big Data Processing,https://koalas.readthedocs.io/en/latest/,Yes,
Librosa,Library,,,Python package for music and audio analysis,Audio Processing,https://librosa.org/doc/latest/tutorial.html,Yes,
LIME (Local Interpretable Model-agnostic Explanations),Library,,,Explaining the predictions of any machine learning classifier,Model Interpretability,https://lime-ml.readthedocs.io/en/latest/#,No,
Luigi,Library,,,Python package for building complex pipelines of batch jobs,Workflow Management,https://luigi.readthedocs.io/en/stable/workflows.html,No,
Marshmallow,Library,,,ORM/ODM/framework-agnostic library for converting complex datatypes to and from native Python datatypes,Data Serialization,https://marshmallow.readthedocs.io/en/stable/,Yes,
Matplotlib,Library,,,Low level graph plotting library in python that serves as a visualization utility,Data Visualization,https://matplotlib.org/,Yes,
Mimesis,Library,,,High-performance fake data generator,Data Generation,https://mimesis.name/en/v13.1.0/,Yes,
MLxtend,Library,,,Library of extension and helper modules for Python's data science stack,Machine Learning,https://rasbt.github.io/mlxtend/,No,
Modin,Library,,,Speed up your Pandas workflows by changing a single line of code,Big Data Processing,https://modin.readthedocs.io/en/stable/getting_started/why_modin/out_of_core.html,Yes,
NetworkX,Library,,,"Python package for the creation, manipulation, and study of complex networks",Graph Analysis,https://networkx.org/,Yes,
Nevergrad,Library,,,Gradient-free optimization platform,Optimization,https://facebookresearch.github.io/nevergrad/,No,
NLTK,Library,,,A suite of libraries and programs for symbolic and statistical natural language processing for English written in the Python programming language,Programming Language,https://www.nltk.org/,Yes,
NMSLIB,Library,,,"Non-Metric Space Library, an efficient similarity search library",Similarity Search,https://pypi.org/project/nmslib/,No,
NumPy,Library,,,Fundamental package for scientific computing,Data Processing,https://numpy.org/,Yes,
NVIDIA NCCL,Library,,Nvidia,Multi-GPU and multi-node collective communication primitives,Distributed Training,https://developer.nvidia.com/nccl,Yes,
NVIDIA TensorRT,Library,,,High-performance deep learning inference optimizer and runtime,Model Optimization,https://developer.nvidia.com/tensorrt,Yes,
OpenCV,Library,,,Computer vision and machine learning software library,Computer Vision,https://opencv.org/,Yes,
OpenPose,Library,,,Real-time multi-person keypoint detection library,Computer Vision,https://blog.roboflow.com/what-is-openpose/,No,
Pandas,Library,Python,,Data manipulation and analysis python library,Data Processing,https://pandas-ai.com/,Yes,
Pandas-Profiling,Library,"Pandas, Python",,Generates profile reports from a pandas DataFrame,Data Analysis,https://pypi.org/project/pandas-profiling/,No,
Pandera,Library,"Pandas, Python",,Statistical data validation for pandas,Data Validation,https://pandera.readthedocs.io/en/stable/,Yes,
Panel,Library,Python,,High-level app and dashboarding solution for Python,Web Development,https://pypi.org/project/panel/,No,
Pattern,Library,Python,,Web mining module for Python,Web Mining,https://pypi.org/project/Pattern/,No,
PettingZoo,Library,Python,,Python library for conducting research in multi-agent reinforcement learning,Reinforcement Learning,https://pettingzoo.farama.org/index.html,Yes,
Pillow,Library,Python,,Python Imaging Library,Image Processing,https://pillow.readthedocs.io/,Yes,
Playwright,Library,Node.js,,"Node.js library to automate Chromium, Firefox and WebKit with a single API",Web Automation,https://pptr.dev/,Yes,
Plotly,Library,Python,,Interactive graphing library for Python,Data Visualization,https://plotly.com/,Yes,
Plotnine,Library,Python,,A grammar of graphics for Python,Data Visualization,https://plotnine.org/,Yes,
Polars,Library,"Rust, Python",,Lightning-fast DataFrame library for Rust and Python,Data Processing,https://pola.rs/,Yes,
PyCaret,Library,Python,,"Open-source, low-code machine learning library in Python",AutoML,https://pycaret.org/,Yes,
PyCUDA,Library,"Python, CUDA",,Python interface to CUDA,GPU Computing,https://pypi.org/project/pycuda/,No,
Pydantic,Library,Python,,Data validation and settings management using Python type annotations,Data Validation,https://pydantic.dev/,Yes,
Pydub,Library,,,Manipulate audio with a simple and easy high level interface,Audio Processing,,,
PyG (PyTorch Geometric),Library,"Python, Pytorch",,Geometric Deep Learning Extension Library for PyTorch,Graph Neural Networks,https://pytorch-geometric.readthedocs.io/en/latest/,Yes,
PyOD,Library,Python,,Python Outlier Detection,Anomaly Detection,https://pyod.readthedocs.io/en/latest/,No,
PySyft,Library,,,"Library for encrypted, privacy preserving machine learning",Privacy-Preserving ML,https://openmined.github.io/PySyft/,No,
PyTorch Geometric,Library,"PyTorch,Python",,Geometric deep learning extension library for PyTorch,Graph Neural Networks,https://pytorch-geometric.readthedocs.io/en/latest/,Yes,
PyTorch Lightning,Library,,,Lightweight PyTorch wrapper for high-performance AI research,Research Framework,https://lightning.ai/docs/pytorch/stable/,Yes,
Pyvis,Library,,,Create interactive network graphs in a few lines of code,Data Visualization,https://pyvis.readthedocs.io/en/latest/,Yes,
PyViz,Library,,,Coordinated Python libraries for data visualization,Data Visualization,https://pyviz.org/,Yes,
RAPIDS,Library,,,GPU-accelerated data science libraries,GPU Computing,https://rapids.ai/,Yes,
Ray Tune,Library,Ray,,Scalable Hyperparameter Tuning,Hyperparameter Tuning,https://docs.ray.io/en/latest/tune/index.html,No,
requests,Library,Python,,HTTP library for Python,Web Requests,https://pypi.org/project/requests/,No,
RLlIB,Library,,,"Production-level, highly distributed RL workloads while maintaining unified and simple APIs for a large variety of industry applications",Reinforcement Learning,https://docs.ray.io/en/latest/rllib/index.html,No,
RQ (Redis Queue),Library,,,Simple Python library for queueing jobs and processing them in the background with workers,Task Queue,https://python-rq.org/,Yes,
Scikit-feature,Library,Python,,Feature selection repository in Python,Feature Selection,https://scikit-learn.org/stable/modules/feature_selection.html,No,
Scikit-image,Library,Python,,Collection of algorithms for image processing,Image Processing,https://scikit-image.org/,Yes,
Scikit-learn,Library,Python,,Machine learning library for Python,Model Development,https://scikit-learn.org/stable/,Yes,
Scikit-optimize,Library,,,Sequential model-based optimization in Python,Hyperparameter Tuning,https://scikit-optimize.github.io/stable/,Yes,
Scipy,Library,Python,,Open-source Python library which is used to solve scientific and mathematical problems,Scientific Computing,https://scipy.org/,Yes,
SDV (Synthetic Data Vault),Library,,,"Synthetic data generation for tabular, relational and time series data",Data Generation,https://sdv.dev/,Yes,
Seaborn,Library,,,A library for making statistical graphics in Python,Data Visualization,https://seaborn.pydata.org/,Yes,
SHAP (SHapley Additive exPlanations),Library,,,Game theoretic approach to explain the output of any machine learning model,Model Interpretability,https://shap.readthedocs.io/en/latest/,Yes,
Sktime,Library,,,A unified framework for machine learning with time series,Time Series Database,https://www.sktime.net/en/stable/,Yes,
SMAC3,Library,,,Sequential Model-based Algorithm Configuration,Hyperparameter Tuning,https://pypi.org/project/smac/0.12.2/,No,
SNAP (Stanford Network Analysis Platform),Library,,,General purpose network analysis and graph mining library,Graph Analysis,https://snap.stanford.edu/,Yes,
Sonnet,Library,"Python, Tensorflow",,"Built on top of TensorFlow 2 designed to provide simple, composable abstractions for machine learning research",Scientific Computing,https://sonnet.dev/,Yes,
SpaCy,Library,,,Pre-trained models that can quickly analyze text and extract various linguistic features,NLP,https://spacy.io/,Yes,
SparkNLP,Library,,,Natural language processing library built on top of Apache Spark,NLP,https://sparknlp.org/,Yes,
Stable Baselines3,Library,,,Set of improved implementations of reinforcement learning algorithms,Reinforcement Learning,https://stable-baselines3.readthedocs.io/en/master/,Yes,
StanfordNLP,Library,,,Python NLP toolkit supporting 60+ languages,NLP,https://stanfordnlp.github.io/CoreNLP/,Yes,
Stanza,Library,,,Python NLP Library for Many Human Languages,NLP,https://stanfordnlp.github.io/stanza/,No,
TensorFlow Serving,Library,TensorFlow,,"Flexible, high-performance serving system for machine learning models",Serving Models,https://www.tensorflow.org/tfx/guide/serving,Yes,
TensorFlow.js,Library,TensorFlow,,JavaScript library for training and deploying ML models in the browser,Web ML,https://www.tensorflow.org/js,Yes,
TextBlob,Library,,,Python library for processing textual data,NLP,https://textblob.readthedocs.io/en/dev/,Yes,
Theano,Library,,,"Python library for defining, optimizing, and evaluating mathematical expressions",Scientific Computing,https://pypi.org/project/Theano/,No,
Torch,Library,,,Scientific computing framework for machine learning algorithms that puts GPUs first,Machine Learning,http://torch.ch/,Yes,
TPOT,Library,,,Automated Machine Learning tool that optimizes machine learning pipelines,AutoML,https://automl.info/tpot/,No,
Trax,Library,,,Deep Learning library focused on sequence models and reinforcement learning,Deep Learning,https://trax-ml.readthedocs.io/,Yes,
TsFresh,Library,,,Automatic extraction of relevant features from time series,Feature Engineering,https://tsfresh.readthedocs.io/en/latest/,Yes,
Vaex,Library,,,Python library for lazy Out-of-Core DataFrames,Big Data Processing,https://vaex.io/,Yes,
Vega,Library,,,Visualization grammar for interactive graphics,Data Visualization,https://vega.github.io/,Yes,
Vowpal Wabbit,Library,,,Fast and efficient machine learning system,Online Learning,https://vowpalwabbit.org/,Yes,
Whoosh,Library,,,"Fast, pure Python full text indexing, search, and spell checking library",Search Library,https://pypi.org/project/Whoosh/,No,
XGBoost,Library,,,"An optimized distributed gradient boosting library designed to be highly efficient, flexible and portable",Machine Learning,https://xgboost.readthedocs.io/en/stable/,Yes,
ZeroMQ,Library,,,High-performance asynchronous messaging library,Message Queue,https://zeromq.org/,Yes,
Puppeteer,"Library, Scraping","JavaScript, Node.JS",,Library which provides a high-level API to control Chrome or Chromium,Web Automation,https://pptr.dev/,Yes,
BERT,Model,,,Bidirectional Encoder Representations from Transformers,Language Model,"https://www.nvidia.com/en-us/glossary/bert/#:~:text=BERT%20is%20a%20model%20for,RoBERTa%2C%20ALBERT%2C%20and%20DistilBERT.",No,
CTGAN,Model,,,Conditional Tabular GAN,Synthetic Data Generation,https://sdv.dev/SDV/user_guides/single_table/ctgan.html,No,
DALLE3,Model,,,Generates multiple image outputs based on your textual description,Deep Learning & Neural Networks,https://dalle3.ai/,Yes,
DeepLabV3+,Model,,,Semantic image segmentation model,Computer Vision,https://wiki.cloudfactory.com/docs/mp-wiki/model-architectures/deeplabv3,No,
EfficientDet,Model,,,Scalable and efficient object detection,Computer Vision,https://paperswithcode.com/method/efficientdet,No,
GPT-3,Model,,,Neural network machine learning model trained using internet data to generate any type of text,NLP,https://openai.com/index/gpt-3-apps/,Yes,
GPT-4,Model,,,Large multimodal model to solve written problems or generate original text or images,NLP,https://openai.com/index/gpt-4/,Yes,
Mask R-CNN,Model,,,Instance segmentation model,Computer Vision,https://arxiv.org/abs/1703.06870,No,
OpenAI GPT-3,Model,,,Large language model for natural language processing,Language Model,https://openai.com/index/gpt-3-apps/,Yes,
Wav2Vec,Model,,,Self-supervised learning for speech recognition,Speech Recognition,https://huggingface.co/docs/transformers/en/model_doc/wav2vec2,No,
YOLOv5,Model,,,Object detection algorithm,Computer Vision,https://blog.roboflow.com/yolov5-improvements-and-evaluation/,No,
Llama 3.1,Model family,,,,,,,
Llama 3.0,Model family,,,,,,,
OpenAI Platform,Platform,,,"An AI research lab and company was established to develop AI for the betterment of humanity, originally as a non-profit due to concerns about potential misuse and disasters",,https://platform.openai.com/docs/overview,Yes,
DeepSpeech,Platform,,,Open source Speech-To-Text engine,Speech Recognition,https://deepspeech.readthedocs.io/en/r0.9/,No,
Airflow,Platform,,,"Platform to programmatically author, schedule and monitor workflows",Workflow Management,https://airflow.apache.org/,Yes,
Apache Airflow,Platform,Apache,,"Platform to programmatically author, schedule and monitor workflows",Workflow Management,https://airflow.apache.org/,Yes,
Apache Kafka,Platform,Apache,,Distributed event streaming platform,Data Streaming,https://kafka.apache.org/,Yes,
Apache Pulsar,Platform,Apache,,"Cloud-native, distributed messaging and streaming platform",Message Queue,https://pulsar.apache.org/,Yes,
AWS SageMaker,Platform,,,Fully managed machine learning platform,Cloud ML Platform,https://aws.amazon.com/sagemaker/,Yes,
Ax,Platform,,,Adaptive Experimentation Platform,Hyperparameter Tuning,https://ax.dev/,Yes,
CircleCI,Platform,,,Continuous integration and delivery platform,CI/CD,https://circleci.com/ci-cd/,Yes,
ClearML,Platform,,,End-to-end solution for MLOps,MLOps,https://clear.ml/,Yes,
Comet.ml,Platform,,,Self-hosted and cloud-based meta machine learning platform,Experiment Tracking,https://www.comet.com/site/,Yes,
Cortex,Platform,,,Machine learning model deployment platform,MLOps,https://www.cortex.io/,Yes,
DataRobot,Platform,,,Enterprise AI platform,AutoML,https://www.datarobot.com/,Yes,
Docker,Platform,,,"Platform for developing, shipping, and running applications",Containerization,https://www.docker.com/,Yes,
Flyte,Platform,,,"Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes",Workflow Management,https://flyte.org/,Yes,
GitHub,Platform,,,Web-based hosting service for version control,Collaboration,https://github.com/,Yes,
GitLab,Platform,,,Web-based DevOps lifecycle tool,Collaboration,https://about.gitlab.com/,Yes,
Google Cloud AI Platform,Platform,,,Managed machine learning platform,Cloud ML Platform,https://cloud.google.com/products/ai,Yes,
Google Colab,Platform,,,Free cloud service for machine learning,Development Environment,https://colab.research.google.com/#,Yes,
Grafana,Platform,,,Multi-platform open source analytics and interactive visualization web application,Monitoring,https://grafana.com/,Yes,
Graphistry,Platform,,,GPU-accelerated visual analytics platform,Graph Visualization,https://www.graphistry.com/,Yes,
H2O.ai,Platform,,,Open source machine learning platform,AutoML,https://h2o.ai/,Yes,
HuggingFace,Platform,,,"Machine learning (ML) and data science platform and community that helps users build, deploy and train machine learning models.",NLP,https://huggingface.co/,Yes,
Kubeflow Pipelines,Platform,,,"Platform for building and deploying portable, scalable machine learning workflows",Workflow Management,https://www.kubeflow.org/,Yes,
Kubernetes,Platform,,,Container orchestration platform,Containerization,https://kubernetes.io/,Yes,
Labelbox,Platform,,,Training data platform for machine learning,Data Labeling,https://labelbox.com/,Yes,
MLflow,Platform,,,"Platform to manage the ML lifecycle, including experimentation, reproducibility and deployment",MLOps,https://mlflow.org/,Yes,
Neptune.ai,Platform,,,Metadata store for MLOps,Experiment Tracking,https://neptune.ai/,Yes,
PaddlePaddle,Platform,,,Deep learning platform developed by Baidu,Deep Learning,https://www.paddlepaddle.org.cn/en,Yes,
Polyaxon,Platform,,,Platform for reproducing and managing the whole life cycle of machine learning projects,MLOps,https://polyaxon.com/polyaxon-cloud/,Yes,
Prefect,Platform,,,"Workflow management system, designed for modern infrastructure",Workflow Management,https://www.prefect.io/,Yes,
SageMaker,Platform,AWS,Amazon,Deploy ML models on embedded systems and edge-devices,,https://aws.amazon.com/sagemaker/,Yes,
Seldon Core,Platform,,,Model Deployment Platform for Kubernetes,MLOps,https://www.seldon.io/solutions/seldon-core,Yes,
Sentry,Platform,,,Error tracking and performance monitoring,Monitoring,https://sentry.io/welcome/,Yes,
Snorkel,Platform,,,Programmatically build and manage training data,Data Labeling,https://snorkel.ai/,Yes,
Weights & Biases,Platform,,,Developer tools for machine learning,Experiment Tracking,https://wandb.ai/site,Yes,
Data Factory,Platform,,,Cloud-based service for creating data workflows and scaling data movement and transformation,,https://azure.microsoft.com/en-us/products/data-factory,No,
DataBricks,Platform,,,Processing and transforming massive quantities of data,Big Data Processing,https://www.databricks.com/,Yes,
Midjourney,"Platform, Model Family",,,Advanced techniques to convert text prompts into visual artworks,,https://www.midjourney.com/home,Yes,
Elasticsearch,"Platform, Search Engine",,,"Distributed, RESTful search and analytics engine",Search,https://www.elastic.co/,Yes,
Algolia,"Platform, Search Engine",,,Hosted search engine API,Search Engine,https://www.algolia.com/,Yes,
Apify,Scraping,,,Cloud platform for web scraping and automation.,,,,
BrightData,Scraping,,,Enterprise-grade web scraping and proxy network.,,,,
Dexi.io,Scraping,,,Web automation and data extraction platform.,,,,
Diffbot,Scraping,,,AI-powered web scraping and data extraction platform.,,,,
Import.io,Scraping,,,Data extraction platform with AI-powered web scraping.,,,,
Mozenda,Scraping,,,Cloud-based web scraping software for businesses.,,,,
OutWit Hub,Scraping,,,Visual web scraping and data extraction tool.,,,,
ParseHub,Scraping,,,Free web scraping tool for extracting data without coding.,,,,
ScrapeHero,"Scraping, Platform",,,Web scraping services and custom scraper development.,,,,
Scraper API,"Scraping, Tool",,,API service for web scraping with proxy rotation and JavaScript rendering.,,,,
ScraperBox,"Scraping, Tool",,,Web scraping API with anti-bot bypassing capabilities.,,,,
ScrapingBee,"Scraping, Tool",,,Web scraping API that handles proxies and CAPTCHAs.,,,,
Selenium,"Scraping, Tool",,,"Tool for automating web browsers, useful for scraping dynamic websites.",Web Automation,https://www.selenium.dev/,Yes,
WebHarvy,"Scraping, Tool",,,Visual web scraping software for Windows.,,,,
ZenScrape,"Scraping, Tool",,,Simple web scraping API with proxy rotation.,,,,
Octoparse,"Scraping, Tool",,,Visual web scraping tool with a point-and-click interface.,,,,
Zyte,"Scraping,Platform",,,Enterprise web scraping services and tools.,,,,
Apache Solr,Search Engine,Apache,,Open-source enterprise search platform,Search Engine,https://solr.apache.org/,Yes,
MeiliSearch,Search Engine,,,Lightning-fast search engine,Search Engine,https://www.meilisearch.com/,Yes,
OpenSearch,Search Engine,,,"Community-driven, open source fork of Elasticsearch and Kibana",Search Engine,https://opensearch.org/,Yes,
Apache TVM,Tool,Apache,,Open deep learning compiler stack,Model Optimization,https://tvm.apache.org/,Yes,
MLKit,Tool,,,Machine learning SDK for mobile developers,"Mobile ML, SDK",https://developers.google.com/ml-kit/guides,Yes,
Apache Nifi,Tool,Apache,,Software project for automating the flow of data between software systems,Data Processing,https://www.algolia.com/,Yes,
Gephi,Tool,,,Visualization and exploration software for all kinds of graphs and networks,Graph Visualization,https://gephi.org/,Yes,
Power BI,Tool,,Microsoft,Business analytics service by Microsoft,Data Visualization,https://www.microsoft.com/en-au/power-platform/products/power-bi,No,
Amazon Transcribe,Tool,,,Converts audio from Amazon S3 bucket or stream to text,,https://aws.amazon.com/transcribe/,Yes,
Anaconda,Tool,,,The distribution of Python and R programming for science aims to simplify package management and deployment,,https://www.anaconda.com/,Yes,
Ansible,Tool,,,IT automation tool,Infrastructure as Code,https://www.ansible.com/,Yes,
Argo Workflows,Tool,,,Container-native workflow engine for Kubernetes,Workflow Management,https://argoproj.github.io/workflows/,Yes,
Assembly AI,Tool,,,"Accurate speech-to-text for voice data, speaker detection, sentiment analysis, chapter detection, PII redaction, and more",,https://www.assemblyai.com/,Yes,
Azure Databricks,Tool,,,"A comprehensive platform for creating, sharing, and managing advanced data and AI solutions",,https://azure.microsoft.com/en-us/products/databricks,No,
CVAT,Tool,,,Powerful and efficient Computer Vision Annotation Tool,Data Labeling,https://www.cvat.ai/,Yes,
Dagster,Tool,,,"Data orchestrator for machine learning, analytics, and ETL",Workflow Management,https://dagster.io/,Yes,
Dialogflow,Tool,,,Platform derived from API.AI for natural dialogue with users,NLP,https://cloud.google.com/dialogflow,No,
Doccano,Tool,,,Open source text annotation tool for machine learning practitioners,Data Labeling,https://doccano.github.io/doccano/,Yes,
DVC,Tool,,,"Open-source version control system for Data Science and Machine Learning projects to organize your data, models, and experiments",MLOps,https://dvc.org/,Yes,
ESPnet,Tool,,,End-to-End Speech Processing Toolkit,Speech Processing,https://espnet.github.io/espnet/,Yes,
Fairseq,Tool,,,"sequence modeling toolkit for training custom models for translation, summarization, and other text generation tasks",Language Model,https://fairseq.readthedocs.io/en/latest/,Yes,
GCP Speech-to-Text API,Tool,GCP,,Enables developers to generate human-like speech,,https://cloud.google.com/speech-to-text,Yes,
Gym,Tool,,,Toolkit for developing and comparing reinforcement learning algorithms,Reinforcement Learning,https://www.gymlibrary.dev/index.html,Yes,
H2O AutoML,Tool,,,Automated machine learning,AutoML,https://h2o.ai/platform/h2o-automl/,Yes,
HDFS,Tool,,,Software ecosystem that allows businesses to handle huge amounts of data in short amounts of time,,https://hadoop.apache.org/docs/r1.2.1/hdfs_design.html#Introduction,No,
Hive,Tool,,,"Setting goals, visualize progress, and keep everyone aligned in one centralized dashboard",,https://hive.com/,Yes,
Jenkins,Tool,,,Open source automation server,CI/CD,https://www.jenkins.io/,Yes,
Jupyter,Tool,,,An interactive web application for creating and sharing computational documents,,https://jupyter.org/,Yes,
Jupyter Notebook,Tool,Jupyter,,"Latest web-based interactive development environment for notebooks, code, and data",Development Environment,https://jupyter.org/,Yes,
JupyterHub,Tool,Jupyter,,Web-accessible multi-user platform for using Jupyter Notebook in classrooms and research labs,,https://jupyter.org/,Yes,
Kaggle,Tool,,,"A Google subsidiary, is an online community for data scientists to collaborate, find datasets, build AI models, and compete in challenges.",,https://www.kaggle.com/docs/api,Yes,
Kaldi,Tool,,,Speech Recognition Toolkit in C++ ,Speech Recognition,https://kaldi-asr.org/,Yes,
Kale,Tool,,,Kubeflow Automated pipeLines Engine,Workflow Management,https://v1-5-branch.kubeflow.org/docs/external-add-ons/kale/,No,
Kibana,Tool,,,Data visualization dashboard for Elasticsearch,Data Visualization,https://www.elastic.co/kibana,Yes,
KNIME,Tool,,,"A visual interface for creating analyses of any complexity, from spreadsheets to machine learning.",,https://www.knime.com/,Yes,
Kubeflow,Tool,Kubernetes,,Machine Learning Toolkit for Kubernetes,MLOps,https://www.kubeflow.org/,Yes,
LabelStudio,Tool,,,Open source data labeling tool,Data Labeling,https://labelstud.io/,Yes,
Logstash,Tool,,,Server-side data processing pipeline,Data Processing,https://www.elastic.co/logstash,Yes,
Microsoft Machine Learning Studio,tool,,,GUI-based integrated development environment for constructing and operationalizing Machine Learning workflow on Azure,,https://azure.microsoft.com/en-us/products/machine-learning,Yes,
ML-Agents,Tool,,,The Unity Machine Learning Agents Toolkit that enables games and simulations to serve as environments for training intelligent agents,,https://unity-technologies.github.io/ml-agents/ML-Agents-Overview/,No,
NextFlow,tool,,,"Used by a bioinformatician to combines scripts into a portable, reproducible pipeline",,https://www.nextflow.io/,Yes,
Numba,Tool,,,JIT compiler that translates Python and NumPy code to fast machine code,Performance Optimization,https://numba.pydata.org/,Yes,
OpenAI Gym,Tool,,,Toolkit for developing and comparing reinforcement learning algorithms,Reinforcement Learning,https://openai.com/index/openai-gym-beta/,Yes,
Pachyderm,Tool,,,Data versioning and pipeline automation for MLOps,MLOps,https://www.pachyderm.com/,Yes,
Prodigy,Tool,,,Annotation tool powered by active learning,Data Labeling,https://www.prodigygame.com/main-en/,Yes,
Prometheus,Tool,,,Systems monitoring and alerting toolkit,Monitoring,https://prometheus.io/,Yes,
Pycharm,Tool,Python,,"Offering an array of tools for Python developers, seamlessly integrated for efficient Python, web, and data science development",,https://www.jetbrains.com/help/pycharm/settings-tools.html,No,
PyPy,Tool,Python,,"Fast, compliant alternative implementation of Python",Performance Optimization,https://pypy.org/,Yes,
PySpark,Tool,"Python, Apache Spark",,The Python API for Apache Spark,,"https://spark.apache.org/docs/latest/api/python/index.html#:~:text=PySpark%20is%20the%20Python%20API,for%20interactively%20analyzing%20your%20data.",No,
RabbitMQ,Tool,,,Message-broker software,Message Queue,https://www.rabbitmq.com/,Yes,
Rasa,Tool,,,"Conversational AI software for text and voice assistants, widely used by developers and enterprises",,https://rasa.com/,Yes,
RBMs,Tool,,,Data stored in row-based table structure connects related data elements,,https://cloud.google.com/learn/what-is-a-relational-database,No,
RectLabel,Tool,,,Image annotation tool for object detection and segmentation,Data Labeling,https://rectlabel.com/,Yes,
Sacred,Tool,,,"Tool to configure, organize, log and reproduce experiments",Experiment Tracking,https://sacred.readthedocs.io/en/stable/,Yes,
SCIO,Tool,,,Scala API for Apache Beam and Google Cloud Dataflow inspired by Apache Spark and Scalding,,https://spotify.github.io/scio/,No,
SOMs,Tool,,,Self Organizing Map (or Kohonen Map or SOM) is a biological models of neural systems,,https://www.geeksforgeeks.org/self-organising-maps-kohonen-maps/,No,
SpeechBrain,Tool,,,All-in-one conversational AI toolkit based on PyTorch,,https://speechbrain.github.io/,Yes,
Tableau,Tool,,,Interactive data visualization software,Data Visualization,https://www.tableau.com/,Yes,
TensorBoard,Tool,,,Visualization and tooling for machine learning experimentation,,https://www.tensorflow.org/tensorboard,Yes,
Terraform,Tool,,,Infrastructure as Code software tool,Infrastructure as Code,https://www.terraform.io/,Yes,
Tesseract,Tool,,,,,,,
Travis CI,Tool,,,Distributed continuous integration service,CI/CD,https://travis-ci.com/,Yes,
Voilà,Tool,,,Converts Jupyter notebooks into standalone web applications,Web Development,https://www.getvoila.ai/,Yes,
What-If Tool,Tool,,,Visual interface for investigating machine learning models,Model Interpretability,https://pair-code.github.io/what-if-tool/,Yes,
XLA,Tool,,,Open-source compiler for machine learning and optimizes the models for high-performance execution across different hardware platforms,,https://openxla.org/xla,No,
MMDetection,Toolbox,,,Open source object detection toolbox based on PyTorch,Computer Vision,https://aif360.res.ibm.com/,Yes,
Aequitas,Toolkit,,,Bias and fairness audit toolkit,Fairness in ML,http://aequitas.dssg.io/,Yes,
AI Fairness 360,Toolkit,,,Toolkit to help detect and mitigate bias in machine learning models,Fairness in ML,https://aif360.res.ibm.com/,Yes,
OpenVINO,Toolkit,,,Deep learning deployment toolkit,Model Deployment,https://docs.openvino.ai/2024/index.html,Yes,
Pinecone,Vector Database,,,Vector database for machine learning applications,Vector Database,https://www.pinecone.io/,Yes,
Qdrant,Vector Database,,,Vector similarity search engine,Vector Database,https://qdrant.tech/,Yes,
Weaviate,Vector Database,,,"Cloud-native, real-time vector database",Vector Database,https://weaviate.io/,Yes,
Vespa,"Vector Database, Search",,,Real-time data processing and serving engine,Search Engine,https://vespa.ai/,Yes,