justinccc11 Goto Github PK

amazing-resources

List of references and online resources related to data science, machine learning and deep learning.

data-science-articles

A collection of my data science articles published in Towards Data Science and Towards AI.

finance_with_bert_and_time_series

fun-rec

本推荐算法教程主要是针对具有机器学习基础并想找推荐算法岗位的同学，教程由推荐算法基础、推荐算法入门赛、新闻推荐项目及推荐算法面经组成，形成了一个完整的从基础到实战再到面试的闭环。

geeksforgeeks-dsal-zh

:book: [译] GeeksForGeeks 翻译计划

netflix-movie-recommendation-system

Developed a full-stack movie recommendation system with RESTful API to provide clients with 20 recommended movies. Determine the hit rate by collecting clients’ watching data to see if they watch the recommended movies afterwards. Continuous Integration for pipeline code. Automated daily model quality evaluation and system supervision with Jinkens. Designed and built the infrastructure that can incrementally deploy new versions of recommendation service triggered by canary release and A/B testing. Integrated with feedback loops mechanism to detect potential positive or negative feedback loops to further identify potential adversarial attacks. Implemented the monitoring and detection by applying lambda architecture to combine the stream and batch processing results to detect problematic behaviors. Comprehensive data quality control on raw data received from Kafka stream, especially focus on data schema issues, missing data, and duplicated data. Monitoring Dashboard UI with D3.js. Developed the whole web server by Flask. Containerized the whole service by Docker.

nltr

ntagger

reference pytorch code for named entity tagging

open-domain-question-answering-with-entity-awared-reader

Project for 11747

papers-we-learn

Papers from the computer science and implemented by angel

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

sjtu-courses

上海交通大学课程资料分享

skiplist-implementation

snap-n-eat

Food detection and recommendation with deep learning

unifiedqa

UnifiedQA: Crossing Format Boundaries With a Single QA System

video_downloader