ximinng/Machine-Learning-in-Action

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Python
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Apache License 2.0
Created over 5 years ago
Updated over 4 years ago

ximinng/Machine-Learning-in-Action

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Machine learning algorithms implemented in Python

DiffSketcher

[NIPS 2023] Official implementation for "DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models" https://arxiv.org/abs/2306.14685

SVGDreamer

[CVPR 2024] Official implementation for "SVGDreamer: Text Guided SVG Generation with Diffusion Model" https://arxiv.org/abs/2312.16476

chatbot

一个基于深度学习的中文聊天机器人，这里有详细的教程与代码，每份代码都有详细的注释，作为学习是美好的选择。A Chinese chatbot based on deep learning.

VectorFusion-pytorch

[CVPR 2023] Unofficial implementation for "VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models"

PyTorch-SVGRender

SVG Differentiable Rendering: Generating vector graphics using neural networks. Support: text-to-SVG, Image-to-SVG, SVG Editing.

inversion-by-inversion

Official implementation for "Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training" https://arxiv.org/abs/2308.07665

Learning-To-Learn

A collection of machine learning algorithm for few-shot learning & meta-learning in PyTorch.

Deep-Learning-in-Action

A collection of various deep learning architectures, models, and tips for PyTorch.

Jupyter Notebook

Skitch

A Personal BLOG Built on React and SpringBoot Integrated with Docker. 一个由React和SpringBoot构建并集成Docker的个人博客.

PyTorch-SVGRender-project