985_work's repositories
GLUE-baselines
[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations
GAN-based-Recommender-System
State-of-the-art Papers on GAN-based Recommender System (2017~2020)
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
GRU4Rec
GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.
BERT-pytorch
Google AI 2018 BERT pytorch implementation
fast-map-dpp
Fast Greedy MAP Inference for DPP
serve
Model Serving on PyTorch
SparkCTR
CTR prediction model based on spark(LR, GBDT, DNN)
adaptivesoftmax_torch
adaptive softmax implemented by torch
BERT4Rec
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
SLIM
High-performance implementation of SLIM-based approaches for Top-N recommendation
nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Interview
Interview = 简历指南 + LeetCode + Kaggle
LearningDeeply
keep reading papers deeply
ML-NLP
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。
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
PyTorch_GBW_LM
PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
leetCode-1
:pencil2: 算法相关知识储备 LeetCode with Python :books:
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
SIF
sentence embedding by Smooth Inverse Frequency weighting scheme
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Reco-papers
Classic papers and resources on recommendation
pytorch-fm
Factorization Machine models in PyTorch
FTRLp
Pure Python implementation of the Follow The Regularized Leader - Proximal algorithm
Collaborative-Filtering-PySpark-MovieLens
PySpark implementation for UserCF and ItemCF on MovieLens
pytorch-pretrained-BERT_annotation
bert annotation, input and output for people from scratch, 代码注释, 有每一步的输入和输出, 适合初学者