lewis2222's repositories
aaw-kubeflow-containers
Containers built to be used with Kubeflow for Data Science
AI-Course-Projects
Implemented two different local search techniques, Simulated Annealing and Genetic Algorithm, to solve minimum vertex cover problem in python, Q-learning to find the optimal policy in Mountain Car environment, Implement and train a DQN(Deep-Q-Network) and run it on Breakout Atari game, Implement an autoencoder network, etc.
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
AI_Tutorial
精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
awesome-deep-time-series-representations
A curated list of state-of-the-art papers on deep learning for universal representations of time series.
battery-state-of-charge-estimation
Predict battery state of charge (SOC) using machine learning + Streamlit web app.
dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
Digital-Vehicle-Competition
2023年创新组赛题一：基于数据驱动的动力电池健康状态评估与剩余寿命预测
domain-list-community
Community managed domain list
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
learn-python
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
leetcode-notes
🐳 LeetCode 算法笔记：面试、刷题、学算法。在线阅读地址：https://datawhalechina.github.io/leetcode-notes/
llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
master
A machine learning course using Python, Jupyter Notebooks, and OpenML
numpy-100
100 numpy exercises (with solutions)
pcc_3e_slides
《Python 编程：从入门到实践（第三版）》的官方配套图解讲义资源
Python-2
All Algorithms implemented in Python
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
record_what_i_read
AI Model Security Reading Notes
shap
A game theoretic approach to explain the output of any machine learning model.
so-large-lm
大模型理论基础
StudyNotes
个人学习笔记
styleguide
Style guides for Google-originated open-source projects
TSFpaper
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
unusual-deep-learning
水很深的深度学习
WeChatMsg
提取微信聊天记录，将其导出成HTML、Word、CSV文档永久保存，对聊天记录进行分析生成年度聊天报告
zihao_course
同济子豪兄的公开课