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Mulin Tian's Projects

awesome-llm icon awesome-llm

Awesome-LLM: a curated list of Large Language Model

bm3d icon bm3d

Matlab implementation of BM3D Algorithm for Image denoising.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

ddpm-torch icon ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

deeplearning icon deeplearning

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

diffusion icon diffusion

From-scratch diffusion model implemented in PyTorch.

dive-into-dl-tensorflow2.0 icon dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

dqn_pytorch icon dqn_pytorch

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

dsci_552 icon dsci_552

USC :v: 2019 Fall DSCI 552 (Machine Learning of Data Science) Score: :nine::four:

essaykiller_v2 icon essaykiller_v2

基于开源GPT2.0的初代创作型人工智能 | 可扩展、可进化

hatex icon hatex

'h'omeworks, 'a'ssignments 'tex' for courses at USC

lesson1_simple_face icon lesson1_simple_face

face recognition using hisgram,HOG,LBP,CNN, etc, a brief code history of facial recognition

mlapp-cn icon mlapp-cn

A Chinese Notes of MLAPP,MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy

mlapp_cn_code icon mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。

ostec icon ostec

TF implementation of our CVPR 2021 paper: OSTeC: One-Shot Texture Completion

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