Lists (4)
♨️Datasets
🫖Hubs for datasets.🖥️ Developer
💻Personal technology stacks as a Machine Learning developer.🏫 Learning
📚 Basic knowledge/books about mathematics, machine learning, deep learning, normal computer science (including programming), etc.😁Researcher
🎓 Researching works on Machine Learning, especially on 🥺generative models, 💊medical imaging, 🍕segmentation, etc.Stars
An opinionated list of awesome Python frameworks, libraries, software 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.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
《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…
OpenMMLab Detection Toolbox and Benchmark
The fundamental package for scientific computing with Python.
State-of-the-art 2D and 3D Face Analysis Project
This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Image-to-Image Translation in PyTorch
Maple Mono: Open source monospace font with round corner, ligatures and Nerd-Font icons for IDE and terminal, fine-grained customization options. 带连字和控制台图标的圆角等宽字体，中英文宽度完美2:1，细粒度的自定义选项
PyTorch implementations of Generative Adversarial Networks.
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation
Fast and Accurate ML in 3 Lines of Code
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
A system-level, binary package and environment manager running on all major operating systems and platforms.
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
A large-scale face dataset for face parsing, recognition, generation and editing.
A framework for large scale recommendation algorithms.
HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.