Pinned Repositories
beep
Battery evaluation and early prediction
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
big_screen
数据大屏可视化
BotB
Back of the battery calculator with Intercalation Station
cheatsheets
Official Matplotlib cheat sheets
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
covid_19_jhu_data_web_scrap_and_cleaning
This repository contains data and code used to get and clean data from https://github.com/CSSEGISandData/COVID-19 and https://www.worldometers.info/coronavirus/
Crawler
爬虫project
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。
Data-Mining-Python
《python数据分析与挖掘实战》项目实践及拓展
lewis2222's Repositories
lewis2222/aaw-kubeflow-containers
Containers built to be used with Kubeflow for Data Science
lewis2222/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.
lewis2222/ai-edu
AI education materials for Chinese students, teachers and IT professionals.
lewis2222/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
lewis2222/algorithm-anime
lewis2222/awesome-deep-time-series-representations
A curated list of state-of-the-art papers on deep learning for universal representations of time series.
lewis2222/battery-state-of-charge-estimation
Predict battery state of charge (SOC) using machine learning + Streamlit web app.
lewis2222/Datadriven-approch-to-estimate-SOC
lewis2222/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.
lewis2222/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
lewis2222/domain-list-community
Community managed domain list
lewis2222/drawio
lewis2222/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
lewis2222/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/
lewis2222/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/
lewis2222/LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
lewis2222/master
A machine learning course using Python, Jupyter Notebooks, and OpenML
lewis2222/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
lewis2222/Python-2
All Algorithms implemented in Python
lewis2222/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
lewis2222/Python_study
lewis2222/record_what_i_read
AI Model Security Reading Notes
lewis2222/shap
A game theoretic approach to explain the output of any machine learning model.
lewis2222/so-large-lm
大模型理论基础
lewis2222/StudyNotes
个人学习笔记
lewis2222/styleguide
Style guides for Google-originated open-source projects
lewis2222/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.
lewis2222/unusual-deep-learning
水很深的深度学习
lewis2222/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
lewis2222/zihao_course
同济子豪兄的公开课