Popular GitHub Repositories for Abstractions

Models, data loaders and abstractions for language processing, powered by PyTorch

ContextGem: Easier and faster way to build LLM extraction workflows through powerful abstractions

LLM abstractions that aren't obstructions

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

LangChain abstractions backed by Postgres Backend

Abstractions, algorithms, and utilities for reinforcement learning in Julia

Play, learn, solve, and analyze No-Limit Texas Hold Em. Implementation follows from Monte Carlo counter-factual regret minimization over with hierarchical K-means imperfect recall abstractions.

Code release for "Learning Shape Abstractions by Assembling Volumetric Primitives " (CVPR 2017)

A deep learning framework built on an autograd engine with high level abstractions and low level control.

A friendly API and abstractions for developing AI applications.

Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport

Lightweight AI agent library. Turn Python functions/classes into AI tools instantly. No verbose configs or complex abstractions.

Part of the LangChain.NET project. Has separate abstractions, does not contain dependencies on the main project and can be used independently

A selected collection of Puredata abstractions for generative music

Part of the LangChain.NET project. Has separate abstractions, does not contain dependencies on the main project and can be used independently

Implementation of Variational Markov Decision Processes, a framework allowing to (i) distill policies learned through (deep) reinforcement learning and (ii) learn discrete abstractions of continuous environments, the two with bisimulation guarantees.

Abstractions of components of a distributed system to simulate implementations of distributed algorithms.

Abstractions & Tools for OCR / document processing

First swarm formed through Torus abstractions, over the problem space of finding the internet's prophets.

Lightweight abstractions for using LLMs via a providers API.