Snntorch alternatives for AI agents.

Deep Learning for humans

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Deep universal probabilistic programming with Python and PyTorch

Accessible large language models via k-bit quantization for PyTorch.

The fastai deep learning library

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Datasets, Transforms and Models specific to Computer Vision

NLTK Source

A hyperparameter optimization framework

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Ultralytics YOLOv3 in PyTorch > ONNX > CoreML > TFLite