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《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
deep learning for image processing including classification and object-detection etc.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Automated Machine Learning with scikit-learn
Home of StarCoder: fine-tuning & inference!
This repo is a pipeline of VITS finetuning for fast speaker adaptation TTS, and many-to-many voice conversion
[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等
Robotics Toolbox for Python
MambaOut: Do We Really Need Mamba for Vision?
Modern Robotics: Mechanics, Planning, and Control Code Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code…
Code release for ConvNeXt V2 model
Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Wavelet Convolutions for Large Receptive Fields. ECCV 2024.
Calculation of forward and inverse kinematics, Jacobian matrices, dynamic modeling, trajectory planning and geometric calibration for robotic manipulators
A collection of offline reinforcement learning algorithms.