此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

RoBERTa中文预训练模型: RoBERTa for Chinese

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

Best Practices on Recommendation Systems

2014要做的一些事的记录

Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

tensorflow实战练习，包括强化学习、推荐系统、nlp等

💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.

中文古诗自动作诗机器人，x炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

PyTorch C++ Reinforcement Learning

Awesome machine learning model compression research papers, quantization, tools, and learning material.

This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。

Implement item2vec algorithm

A practical movie recommend project based on Item2vec.

FM and FFM implement with tensorflow by Python

CTR prediction using FM FFM and DeepFM

Elegant theme for Jekyll.

real-time gesture recognition and area preditction application, wrote in C++ with QT.

A vanilla recurrent network for character generation.

Lasagne recipes: examples, IPython notebooks, ...

using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc

Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Chinese Handwriting Recognition with CNNs

RNN for producing text to handwriting image

An implementation of LSTM and CTC to recognize simple english sentence image

Theano implementation of CTC. Applied on TIMIT and a Toy dataset.

Neural net code for lexicon-free speech recognition with connectionist temporal classification

Generative Handwriting using LSTM Mixture Density Network with TensorFlow