xufanxiong's starred repositories
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
Incremental-SVM-Learning-in-MATLAB
This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.
image-classification-caltech-256
Exploring CNNs and model quantization on Caltech-256 dataset
Keras-VGG16-TransferLearning
Transfer learning on VGG16 using Keras with Caltech256 and Urban Tribes dataset. Dark knowledge in transfer learning.
DeepLearningImplementations
Implementation of recent Deep Learning papers
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.