lihengwannafly Goto Github PK

algo

数据结构和算法必知必会的50个代码实现

autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

bcvm

bert-crf

之江-电商评论观点挖掘的比赛，基于pytorch-transformers版本，暂时只实现了BERT做aspect+opinion+属性分类+情感极性的联合标注，还未加上CRF。

coursera-ml-andrewng-notes

daily-interview

data_structure_and_algorithm

ddia

《Designing Data-Intensive Application》DDIA中文翻译

deep_learning

Basic Deep Learning

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearning

深度学习相关的模型训练、评估和预测相关代码

deeprec-1

DeepRec is a recommendation engine based on TensorFlow.

dgcnn

Dilate Gated Convolutional Neural Network

gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

graphsage

Representation learning on large graphs using stochastic graph convolutions.

guide-of-pakeng

爬坑指南

kdd2020multimodalities

KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall

learn-sth-everyday

typing the practice here

lihengwannafly.github.io

machine_learning

models

Models and examples built with TensorFlow

numpy-ml

Machine learning, in numpy

polar-codes

Python implementation of Polar codes

python-offer

《剑指Offer》面试题Python实现

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

sdm

Sequential deep matching model for recommender system at alibaba.

sinaspider

新浪微博爬虫（Scrapy、Redis）

sr-gnn

Source code and datasets for the paper "Session-based Recommendation with Graph Neural Networks" (AAAI-19)

tencent2019_preliminary_rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.