soufal's Projects
Python + Flask + Pyecharts 定制可交互、多图联动的Dashboard
该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖:kaggle, 阿里天池,华为云大赛校园赛,百度aistudio,和鲸社区,datafountain等
10 Weeks, 20 Lessons, Data Science for All!
Deep Probabilistic Programming Course @ DIKU
A Deep Learning based project for colorizing and restoring old images (and video!)
📚 Personal collection of ChatGPT prompts for developers!
动手学深度学习笔记
Notebooks for learning deep learning
Pytorch🍊🍉 is delicious, just eat it! 😋😋
项目基于 Spring Boot 2.1.0 、 Jpa、 Spring Security、redis、Vue的前后端分离的后台管理系统,项目采用分模块开发方式, 权限控制采用 RBAC,支持数据字典与数据权限管理,支持一键生成前后端代码,支持动态路由
All-in-one professional pop-up dictionary and page translator which supports multiple search modes, page translations, new word notebook and PDF selection searching.
GoPlus - The Go+ language for data science
Code for the paper "Language Models are Unsupervised Multitask Learners"
Chinese version of GPT2 training code, using BERT tokenizer.
this repository accompanies the book "Grokking Deep Learning"
动手学数据分析以项目为主线,知识点孕育其中,通过边学、边做、边引导来得到更好的学习效果
HMM一些简单的python实现
Using stochastic block models for topic modeling
可以获取拉勾教育和极客时间的课程(需本身有权限),并制作为 pdf / epub。
架构相关内容
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
Labeled LDA in Java (based on JGibbLDA)
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python