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Neural Collaborative Filtering
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现
推荐系统
手写实现李航《统计学习方法》书中全部算法
PyTorch Tutorial for Deep Learning Researchers
Jupyter notebooks for using & learning Keras
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tensorflow实战练习,包括强化学习、推荐系统、nlp等
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
RSTutorials: A Curated List of Must-read Papers on Recommender System.
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》)
⚡机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
《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。
Code for fine-tuning a CNN in order to classify a set of food images