Liu Xin's repositories
DaSE-Computer-Vision
数据学院CV作业
AlgorithmsAndDataStructure
Algorithms And DataStructure Implemented In Python, Java & CPP, Give a Star 🌟If it helps you
Applied-Machine-Learning
Machine learning apply
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
awesome-graph-representation-learning
A curated list for awesome graph representation learning resources.
awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
Awesome-Multi-Task-Learning
An up-to-date list of works on Multi-Task Learning
bolei_awesome_posters
CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!
career-code
Code for the paper "Learning Transferrable Representations of Career Trajectories for Economic Prediction"
competition-solutions
我的数据竞赛方案总结
cs231n
Shortest solutions for CS231n 2021-2023
Deeplearning-and-Coding
学习深度学习不如边写代码边学习，实际操作一遍才能理解数据的变换过程，参数的训练过程，这里整合了B站的jupter代码，可以结合着B站的视频边看边练，希望能对大家有帮助。
DH-GEM
KDD'22 ''Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning''
Dual-Contrastive-Learning
Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"
Dual-learning
The source code of the paper "A Generative Model for Joint Natural Language Understanding and Generation" published at ACL 2020.
DualFGSC-SG
Codes for the SIGIR 2022 paper Mutual disentanglement learning for joint fine-grained sentiment classification and controllable text generation
few-shot-text-classification-1
Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
IT_jobtitle
IT realted job_ttile
Job-Title-Normalization
The job title normalization service used to convert raw job title into Standard job title.
LHY2022-SPRING
李宏毅（Hung-yi Lee) 2022年春季机器学习课程，包括课件和作业，
LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
lrir
What is the Most Effective Intervention to Increase Job Retention for this Disabled Worker?
Machine-Learning-Techniques-for-Text
Machine Learning Techniques for Text, Published by Packt
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
NLP-Job-Recommendation
Job recommendation system using NLP, in which a user’s description is evaluated via a trained NLP model and jobs are suggested based on the similarities between the user’s skill set and the job’s required skill set. Jobs are scraped from various trustworthy sites in real time using Selenium and stored in a database.
nlp_tutorial
NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧
PDHP
Implementation of the Powered Dirichlet-Hawkes process
stack-connect
The main aim of this project is to provide career recommendations to the users based on their StackOverflow activity, present temporal trends in technology along with future projections. Finally, we perform tag predictions based on the questions asked by the user. Additionally, we also implement a semantic search technique that takes into account the popularity of the user, sentiment of the answers, and cosine similarity to improve search results. Our product makes use of the StackOverflow dataset hosted on BigQuery along with the data scraped from job portals like Indeed and LinkedIn. We further combine reviews from the publicly available Glassdoor dataset to provide a comprehensive application that aggregates all the necessary information.
Stackoverflow-Analysis
Stack overflow is a professional community for developers. This repo analysis 3 years of developer Survey done by Stackoverflow and do visualization and predict the salary of Data Scientist in future.