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Pyro: Deep universal probabilistic programming with Python and PyTorch. It is listed under Data & Analytics on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Pyro. This is an automatic list. We have not written a researched verdict for Pyro yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Julia package for automated Bayesian inference on a factor graph with reactive message passing
RxInfer.jl is a Julia package for Bayesian inference. It combines message passing on factor graphs with automatic differentiation, so that probabilistic models can be specified in familiar mathematical notation and solved efficiently without hand deriving the inference procedure. It is aimed at researchers and enginee...
nannyml: post-deployment data science in python
NannyML is a post deployment monitoring product for machine learning models. Its core idea is to estimate model performance when ground truth labels are delayed or missing, so a team can see how a model is doing and be alerted when performance drops rather than when data merely drifts. The company says this cuts false ...
Visualizer for neural network, deep learning and machine learning models
Netron is a viewer for neural network, deep learning and machine learning models. It opens a model file and draws its graph so developers and researchers can inspect the layers, operators and structure of a model, which is useful when debugging, converting or documenting models. The viewer supports ONNX, TensorFlow Li...
Deep-Learning framework for Engineering AI.
The Noether Framework is an open source deep learning framework for engineering AI, built by Emmi AI. It supplies the pieces needed to build, train and apply industrial models on transformer building blocks, so engineering teams do not have to rebuild components or assemble an in house deep learning team. The framewor...
The code powering searchthearxiv.com, a simple semantic search engine for more than 500,000 ML papers on arXiv.
Search the arXiv is a semantic search engine for machine learning papers on arXiv. Instead of matching keywords, it lets a researcher describe what they are looking for in plain language, or paste an arXiv link to find papers similar to one they already know, and returns the closest matches. The site embeds the abstra...
SwanLab - an open-source, modern-design AI training tracking and visualization tool.
SwanLab is an experiment tracking and visualization platform for AI model training, available as a cloud service and as a self hosted deployment. Researchers add a few lines of Python to log metrics, hyperparameters and media, and SwanLab records them in a dashboard during training and as a record for later review. It...