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AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
Fast and memory-efficient exact attention
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
A library for scientific machine learning and physics-informed learning
A collection of loss functions for medical image segmentation
Learning in infinite dimension with neural operators.
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
Self-Supervised Speech Pre-training and Representation Learning Toolkit
Medical imaging processing for AI applications.
A library for differentiable nonlinear optimization
An implementation of chunked, compressed, N-dimensional arrays for Python.
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews
Code for CRATE (Coding RAte reduction TransformEr).
Implementations of recent research prototypes/demonstrations using MONAI.
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)