🛠️ AI Tools Directory

Curated collection of the best AI and ML tools.

- results
Ad Space

PyTorch

⭐ 4.9
Training Free & Open Source 👥 5M+

Open-source deep learning framework developed by Meta AI, known for dynamic computation graphs and ease of use.

training TensorFlow JAX

TensorFlow

⭐ 4.7
Training Free & Open Source 👥 10M+

End-to-end open-source platform for machine learning developed by Google.

training PyTorch JAX

JAX

⭐ 4.6
Training Free & Open Source 👥 500K+

Autograd and XLA for high-performance machine learning research by Google.

training PyTorch TensorFlow
Inference Free & Open Source 👥 2M+

Cross-platform, high-performance ML inference engine by Microsoft.

inference TensorRT OpenVINO

TensorRT

⭐ 4.6
Inference Free 👥 1M+

NVIDIA’s high-performance deep learning inference optimizer and runtime.

inference ONNX Runtime OpenVINO
Monitoring Free tier + $50/user/month 👥 500K+

ML experiment tracking, model management, and collaboration platform.

monitoring MLflow Neptune.ai

MLflow

⭐ 4.5
Monitoring Free & Open Source 👥 1M+

Open-source platform for the ML lifecycle including experimentation, reproducibility, and deployment.

monitoring Weights & Biases Neptune.ai
Data Free & Open Source 👥 3M+

Platform to programmatically author, schedule, and monitor workflows.

data Prefect Dagster

Prefect

⭐ 4.7
Data Free tier + $500/month 👥 200K+

Modern workflow orchestration platform for data engineering and ML.

data Airflow Dagster

TorchServe

⭐ 4.4
Serving Free & Open Source 👥 100K+

PyTorch model serving framework for production deployment.

serving TF Serving Triton
Serving Free & Open Source 👥 200K+

Inference serving software for deploying AI models at scale.

serving TorchServe TF Serving

Keras

⭐ 4.6
Training Free & Open Source 👥 8M+

High-level neural networks API, now integrated with TensorFlow.

training PyTorch TensorFlow
Training Free & Open Source 👥 500K+

Flexible and efficient deep learning framework by Apache.

training PyTorch TensorFlow

OpenVINO

⭐ 4.5
Inference Free & Open Source 👥 300K+

Intel’s toolkit for optimizing and deploying AI inference.

inference ONNX Runtime TensorRT
Inference Free & Open Source 👥 2M+

Lightweight solution for mobile and embedded devices.

inference ONNX Runtime Core ML

Neptune.ai

⭐ 4.7
Monitoring Free tier + $39/user/month 👥 100K+

Metadata store for MLOps, built for research and production teams.

monitoring Weights & Biases MLflow

Comet

⭐ 4.6
Monitoring Free tier + $49/user/month 👥 150K+

ML platform for tracking, comparing, explaining and optimizing experiments.

monitoring Weights & Biases Neptune.ai

ClearML

⭐ 4.5
Monitoring Free & Open Source + Enterprise 👥 80K+

Open-source MLOps platform for experiment management and orchestration.

monitoring MLflow Weights & Biases

Dagster

⭐ 4.6
Data Free & Open Source + Cloud 👥 150K+

Data orchestrator for machine learning, analytics, and ETL.

data Airflow Prefect
Data Free & Open Source + Cloud 👥 300K+

Transform data in your warehouse using SQL and software engineering practices.

data Airflow Prefect
Data Free & Open Source 👥 5M+

Unified analytics engine for large-scale data processing.

data Dask Ray

BentoML

⭐ 4.6
Serving Free & Open Source + Cloud 👥 80K+

Unified model serving framework for building production AI services.

serving TorchServe TF Serving
Serving Free & Open Source + Enterprise 👥 60K+

MLOps framework to package, deploy, monitor and manage ML models on Kubernetes.

serving KFServing BentoML

H2O AutoML

⭐ 4.5
Training Free & Open Source + Enterprise 👥 200K+

Automated machine learning platform

training Auto-sklearn TPOT
Training Free & Open Source 👥 100K+

Automated machine learning toolkit based on scikit-learn

training H2O AutoML TPOT

Feast

⭐ 4.5
Data Free & Open Source 👥 80K+

Open-source feature store for ML

data Tecton Hopsworks
Monitoring Free & Open Source + Cloud 👥 60K+

Open-source ML monitoring and observability

monitoring Arize Fiddler
Data Free & Open Source + Enterprise 👥 150K+

Open-source data labeling tool

data Labelbox Supervisely

Ray

⭐ 4.7
Training Free & Open Source 👥 300K+

Distributed computing framework for ML

training Spark Dask

Dask

⭐ 4.5
Data Free & Open Source 👥 500K+

Parallel computing library for analytics

data Spark Ray

Kubeflow

⭐ 4.4
Deployment Free & Open Source 👥 200K+

ML toolkit for Kubernetes

deployment MLflow Seldon

Metaflow

⭐ 4.6
Data Free & Open Source 👥 100K+

Human-friendly Python library for data science

data Prefect Airflow

W&B Sweeps

⭐ 4.7
Monitoring Free tier + paid 👥 200K+

Hyperparameter optimization tool

monitoring Optuna Ray Tune

Ray Tune

⭐ 4.6
Monitoring Free & Open Source 👥 150K+

Scalable hyperparameter tuning

monitoring Optuna W&B Sweeps
Monitoring Free & Open Source 👥 2M+

TensorFlow’s visualization toolkit

monitoring Weights & Biases MLflow
Data Free & Open Source + Cloud 👥 150K+

Data validation and documentation

data Pandera Cerberus
Serving Free & Open Source 👥 500K+

Model packaging and deployment

serving BentoML Seldon
Ad Space