100 most popular ai framing

 Here are 100 of the most popular AI frameworks, libraries, and tools, widely recognized and used by developers and researchers across various fields:

1. Machine Learning Libraries

• TensorFlow
• PyTorch
• Scikit-learn
• Keras
• Theano
• XGBoost
• LightGBM
• CatBoost
• MXNet
• Caffe
• FastAI
• H2O.ai
• Apache Mahout
• RAPIDS (NVIDIA)
• Spark MLlib

2. Deep Learning Frameworks

• TensorFlow
• PyTorch
• Keras
• Caffe
• MXNet
• Chainer
• DeepLearning4j (DL4J)
• CNTK (Microsoft Cognitive Toolkit)
• PaddlePaddle
• TFLearn
• Theano
• Torch
• Flux.jl
• Sonnet (DeepMind)
• Horovod

3. Natural Language Processing (NLP)

• SpaCy
• NLTK (Natural Language Toolkit)
• Hugging Face Transformers
• Gensim
• OpenNLP
• TextBlob
• AllenNLP
• Fairseq
• Stanford NLP
• Flair
• BERT
• GPT (Generative Pre-trained Transformer)
• T5 (Text-To-Text Transfer Transformer)
• RoBERTa
• FastText

4. Computer Vision

• OpenCV
• TensorFlow Object Detection API
• YOLO (You Only Look Once)
• Detectron2 (Facebook)
• Mask R-CNN
• DeepFace
• SimpleCV
• Dlib
• MMDetection
• SegNet
• OpenPose
• FaceNet
• MobileNet
• EfficientNet
• RetinaNet

5. Reinforcement Learning

• OpenAI Gym
• Stable Baselines
• RLlib (Ray)
• Dopamine (Google)
• TensorForce
• Unity ML-Agents
• TF-Agents
• Coach by Intel AI
• ChainerRL
• PARL (PaddlePaddle Reinforcement Learning)
• Horizon (Facebook)
• DeepMind Lab
• PySC2 (StarCraft II Learning Environment)
• MushroomRL
• OpenSpiel (DeepMind)

6. Data Processing and Visualization

• Pandas
• NumPy
• Dask
• Vaex
• Matplotlib
• Seaborn
• Plotly
• Bokeh
• Altair
• Tableau
• Power BI
• Apache Spark
• Apache Flink
• Apache Beam
• HoloViews

7. AI Model Deployment

• TensorFlow Serving
• TorchServe
• ONNX Runtime
• Seldon Core
• MLflow
• Kubeflow
• Cortex
• Flask
• Django
• FastAPI
• Streamlit
• Gradio
• BentoML
• Apache Airflow
• RedisAI

8. AI Ethics and Fairness

• IBM AI Fairness 360
• Aequitas
• Google What-If Tool
• Fairness Indicators
• Microsoft's Fairlearn
• LIME (Local Interpretable Model-agnostic Explanations)
• SHAP (SHapley Additive exPlanations)
• InterpretML
• Model Cards (Google)
• Explainable AI by Google Cloud

9. Edge AI

• TensorFlow Lite
• PyTorch Mobile
• OpenVINO (Intel)
• Edge Impulse
• MediaPipe
• TinyML
• DeepStream SDK (NVIDIA)
• Snpe (Qualcomm AI Engine)
• RKNPU (Rockchip NPU)
• Ambiq SDK

10. Robotics and Autonomous Systems

• ROS (Robot Operating System)
• Webots
• V-REP (CoppeliaSim)
• AirSim (Microsoft)
• Carla (Autonomous Driving)
• Gazebo
• ARGoS (Autonomous Robots)
• PyRobot (Facebook)
• MoveIt!
• Isaac SDK (NVIDIA)

11. AI Development and Experimentation

• Jupyter Notebook
• Google Colab
• Zeppelin
• IBM Watson Studio
• Kaggle Kernels
• Paperspace Gradient
• FloydHub
• DataRobot
• H2O Driverless AI
• Microsoft Azure ML Studio

12. Specialized AI Tools

• DeepL Translator
• StyleGAN
• DeepDream
• GPT-3 (via OpenAI API)
• AlphaFold (DeepMind)
• DeepMind's AlphaGo
• Artbreeder
• RunwayML
• DeepArt
• Prisma

This list includes frameworks that are not only popular for general machine learning and deep learning but also specialized in areas like NLP, computer vision, reinforcement learning, model deployment, ethics, edge AI, robotics, and experimentation.