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An opinionated list of Python frameworks, libraries, tools, and resources
🤗 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.
scikit-learn: machine learning in Python
AI Data Vault - A query engine for AI Agents to securely query data from any datasource
OpenMMLab Detection Toolbox and Benchmark
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Graph Neural Network Library for PyTorch
☁️ Build multimodal AI applications with cloud-native stack
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
A collaboration friendly studio for NeRFs
A paper list of object detection using deep learning.
Refine high-quality datasets and visual AI models
Fast and Accurate ML in 3 Lines of Code
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)
Fully local web research and report writing assistant
A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷
Manipulation and analysis of geometric objects
A Python Object-Document-Mapper for working with MongoDB
Python package for the evaluation of odometry and SLAM
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
A minimalist environment for decision-making in autonomous driving
Papers and Datasets about Point Cloud.
Plenoxels: Radiance Fields without Neural Networks
An extension of Open3D to address 3D Machine Learning tasks
A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.
This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.