wenyi's starred repositories
scikit-learn
scikit-learn: machine learning in Python
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
awesome-cs-books
🔥 经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等
golang-open-source-projects
为互联网IT人打造的中文版awesome-go
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
Deep-Learning-for-Recommendation-Systems
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
awesome-reinforcement-learning-zh
中文整理的强化学习资料（Reinforcement Learning）
nlp-journey
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc.
machine-learning-interview
算法工程师-机器学习面试题总结
DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind
sklearn2pmml
Python library for converting Scikit-Learn pipelines to PMML
prediction-flow
Deep-Learning based CTR models implemented by PyTorch
Balanced-DataParallel
这里是改进了pytorch的DataParallel, 用来平衡第一个GPU的显存使用量
pytorch-attention
pytorch neural network attention mechanism
MultiTaskModel
multi task mode for esmm and mmoe
BERT-pytorch
PyTorch implementation of BERT in "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Mask-Language-Model
pytorch； mask language model ； bert
Wide_Deep_Model
wide deep ctr model by pytorch
Word2Vec-with-side-information
基于side information版的 word2vec 《Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba》
Weights-Initializer-pytorch
A module for making weights initialization easier in pytorch.
negative-sample
random negative sample and weight negative sample based on 《Sample Optimization For Display Advertising》