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Build machine learning applications with Delta, an open-source framework implemented in Rust.

Crowdsourced AI prompts are organized into modular task patterns by Fabric, an open-source framework.

Tensorforce provides a TensorFlow library for applied reinforcement learning tasks.

Catniff provides JavaScript developers with a Torch-like deep learning framework.

Kubeflow provides a machine learning toolkit for deploying workflows on Kubernetes.

DyNet provides tools for building dynamic neural networks and deep learning models.

The Darknet neural network framework is written in C and CUDA and supports CPU and GPU computation.

DEAP provides a Python framework for prototyping evolutionary computation algorithms and testing new ideas.

einops provides readable tensor operations for PyTorch, JAX, TensorFlow, and other frameworks.

Stakpak runs an agent on a machine to ship code and keep applications running.

Gymnasium provides a standard API for single agent reinforcement learning environments and related utilities.

Colibri runs mixture-of-experts language models on local hardware, streaming experts from disk with a small C engine.

Glide provides an open model gateway for developing production generative AI applications.

Ollama runs language models locally and provides tools to work with model files and APIs.

ONNX-MLIR compiles ONNX models using MLIR compiler infrastructure for model deployment workflows.

Extensible Toolkit for Finetuning and Inference of Large Foundation Models.

Hugging Face Text Embeddings Inference serves text embedding models through an inference solution.

GPT-NeoX implements model parallel autoregressive transformers on GPUs using Megatron and DeepSpeed libraries.

The cONNXr project provides a pure C runtime for ONNX models intended for embedded devices.

MLOps framework to package, deploy, monitor and manage thousands of production machine learning models.

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

The colibri-core NLP tool and library works with n-grams, skipgrams, and other linguistic patterns.

GeneticSharp provides C# tools for developing applications that use genetic algorithms.

onWatch tracks AI API quotas across providers and displays usage in real time through a lightweight background monitor.