Model Development

Back To The Complete AI Tools Directory

Category Sub Category Name of the Tool Brief Description URL
Machine Learning and Data Science Tools Model Development TensorFlow Open-source library for numerical computation and large-scale machine learning https://www.tensorflow.org/
Machine Learning and Data Science Tools Model Development PyTorch Open source machine learning library based on the Torch library https://pytorch.org/
Machine Learning and Data Science Tools Model Development Scikit-learn Machine learning library for Python https://scikit-learn.org/
Machine Learning and Data Science Tools Model Development Keras High-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano https://keras.io/
Machine Learning and Data Science Tools Model Development XGBoost Optimized distributed gradient boosting library https://xgboost.ai/
Machine Learning and Data Science Tools Model Development LightGBM Light Gradient Boosting Machine https://lightgbm.readthedocs.io/
Machine Learning and Data Science Tools Model Development CatBoost Open-source gradient boosting on decision trees library https://catboost.ai/
Machine Learning and Data Science Tools Model Development H2O Open source machine learning platform https://www.h2o.ai/
Machine Learning and Data Science Tools Model Development NLTK Leading platform for building Python programs to work with human language data https://www.nltk.org/
Machine Learning and Data Science Tools Model Development Spark MLlib Apache Spark’s scalable machine learning library https://spark.apache.org/mllib/
Machine Learning and Data Science Tools Model Development Theano Python library for defining, optimizing, and evaluating mathematical expressions http://deeplearning.net/software/theano/
Machine Learning and Data Science Tools Model Development Caffe Deep learning framework made with expression, speed, and modularity in mind https://caffe.berkeleyvision.org/
Machine Learning and Data Science Tools Model Development MXNet Deep learning framework designed for both efficiency and flexibility https://mxnet.apache.org/
Machine Learning and Data Science Tools Model Development Gensim Topic modelling for humans https://radimrehurek.com/gensim/
Machine Learning and Data Science Tools Model Development Shogun Machine learning toolbox https://www.shogun-toolbox.org/
Machine Learning and Data Science Tools Model Development Weka Collection of machine learning algorithms for data mining tasks https://www.cs.waikato.ac.nz/ml/weka/
Machine Learning and Data Science Tools Model Development RapidMiner Data science platform for teams https://rapidminer.com/
Machine Learning and Data Science Tools Model Development KNIME Open source data analytics, reporting and integration platform https://www.knime.com/
Machine Learning and Data Science Tools Model Development Orange Open source machine learning and data visualization https://orange.biolab.si/
Machine Learning and Data Science Tools Model Development MLflow Open source platform for the machine learning lifecycle https://mlflow.org/
Machine Learning and Data Science Tools Model Development Kubeflow Machine Learning Toolkit for Kubernetes https://www.kubeflow.org/
Machine Learning and Data Science Tools Model Development Ludwig Toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code https://ludwig.ai/
Machine Learning and Data Science Tools Model Development FastAI Deep learning library which provides high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains https://www.fast.ai/
Machine Learning and Data Science Tools Model Development Vowpal Wabbit Machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning https://vowpalwabbit.org/
Machine Learning and Data Science Tools Model Development PyCaret Open-source, low-code machine learning library in Python https://pycaret.org/
Machine Learning and Data Science Tools Model Development Auto-Sklearn Automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator https://automl.github.io/auto-sklearn/
Machine Learning and Data Science Tools Model Development TPOT Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming http://epistasislab.github.io/tpot/
Machine Learning and Data Science Tools Model Development Auto-Keras An open source software library for automated machine learning https://autokeras.com/
Machine Learning and Data Science Tools Model Development Optuna Hyperparameter optimization framework to automate hyperparameter search https://optuna.org/
Machine Learning and Data Science Tools Model Development Ray Fast and simple framework for building and running distributed applications https://www.ray.io/
Machine Learning and Data Science Tools Model Development Dask Flexible library for parallel computing in Python https://dask.org/
Machine Learning and Data Science Tools Model Development Numba JIT compiler that translates a subset of Python and NumPy code into fast machine code https://numba.pydata.org/
Machine Learning and Data Science Tools Model Development JAX Autograd and XLA, brought together for high-performance machine learning research https://github.com/google/jax
Machine Learning and Data Science Tools Model Development Horovod Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet https://horovod.ai/
Machine Learning and Data Science Tools Model Development DeepSpeed Deep learning optimization library for PyTorch https://www.deepspeed.ai/
Machine Learning and Data Science Tools Model Development Determined AI Open-source deep learning training platform https://www.determined.ai/
Machine Learning and Data Science Tools Model Development Polyaxon Platform for reproducing and managing the whole life cycle of machine learning and deep learning applications https://polyaxon.com/
Machine Learning and Data Science Tools Model Development Neptune.ai Experiment tracking tool for machine learning projects https://neptune.ai/
Machine Learning and Data Science Tools Model Development Weights & Biases Machine learning experiment tracking, dataset versioning, and collaboration https://wandb.ai/
Machine Learning and Data Science Tools Model Development DVC (Data Version Control) Open-source version control system for machine learning projects https://dvc.org/
Machine Learning and Data Science Tools Model Development Kedro Python framework for creating reproducible, maintainable and modular data science code https://kedro.readthedocs.io/
Machine Learning and Data Science Tools Model Development Streamlit Open-source app framework for Machine Learning and Data Science teams https://streamlit.io/
Machine Learning and Data Science Tools Model Development Gradio Quickly create customizable UI components around your machine learning models https://www.gradio.app/
Machine Learning and Data Science Tools Model Development Dash Python framework for building analytical web applications https://plotly.com/dash/
Machine Learning and Data Science Tools Model Development Seldon Core Open source platform for deploying machine learning models on Kubernetes https://www.seldon.io/tech/products/core/
Machine Learning and Data Science Tools Model Development BentoML Model serving made easy https://www.bentoml.com/
Machine Learning and Data Science Tools Model Development Cortex Machine learning model serving infrastructure https://www.cortex.dev/
Machine Learning and Data Science Tools Model Development MLReef Open-source ML Ops platform https://about.mlreef.com/
Machine Learning and Data Science Tools Model Development Prefect Workflow management system designed for modern data stacks https://www.prefect.io/
Machine Learning and Data Science Tools Model Development Airflow Platform to programmatically author, schedule and monitor workflows https://airflow.apache.org/

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