Microsoft Cognitive Toolkit (CNTK)
Apple CoreML / CreateML for on-device AI
OpenVINO Toolkit (Intel)
Kurento Vision Module for video streaming AI
Turi Create for rapid AI prototyping
MediaPipe (Google) for pose, gesture, and face tracking
DeepSpeed & FairScale (for model scaling and training optimization)
Hugging Face Transformers (LLMs, BERT, GPT)
TensorFlow Probability
Tensor2Tensor & TF Agents
FastAI
Scikit-Learn
KerasCV & KerasNLP
LangChain (for multi-agent and LLM orchestration)
Diffusers (by Hugging Face, for Stable Diffusion & Denoising models)
DeepLake (database for LLM training)
Pinecone / Weaviate / FAISS (vector databases)
OpenCV & Detectron2 (for computer vision)
Lora, Flux
Algorithms & Deep Learning Architectures
Supervised / Unsupervised / Semi-Supervised Learning
Neural Networks (ANN, CNN, RNN, LSTM, GRU)
Transformers (BERT, GPT, ViT, Swin Transformer)
Generative Adversarial Networks (GANs)
Autoencoders (VAE, DAE, SAE)
Diffusion Models (Stable Diffusion, Imagen)
Reinforcement Learning (Deep Q-Networks, PPO, A3C)
Neural Radiance Fields (NeRF) for 3D vision
Bayesian Networks & Probabilistic Graphical Models
Federated Learning for privacy-preserving AI
Contrastive Learning (SimCLR, BYOL)
Meta-Learning / Few-Shot Learning / Zero-Shot Learning
Foundation Models (OpenAI GPT-4, Claude, PaLM, LLaMA, Mistral, Mixtral)
LLM Fine-tuning, Prompt Engineering, and RAG Pipelines
Representation Learning & Self-Supervised Learning
Explainable AI (XAI) & Responsible AI
Neurosymbolic AI (Hybrid of ML + Rule-Based Reasoning)
Multi-Agent Systems & Autonomous Agents (AutoGPT, BabyAGI)
AI Agents with Tool Usage & Long-Term Memory (LangChain, LlamaIndex)
Real-time AI Inference on Edge Devices
Speech-to-Text & Text-to-Speech (Whisper, Tacotron)
Graph Neural Networks (GNNs)