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_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
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；本册有，584幅图，81个代码文件，其中18个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改
Book5_Essentials-of-Probability-and-Statistics
Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；陆续上传25章草稿。草稿还会经过至少两轮修改，大家注意下载最新版本。请多提意见，谢谢
CS-Base
图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com
DiffCapAnalyzer
A tool for quantitative analysis of differential capacity data!
domain-list-community
Community managed domain list
ebooks
收藏的一些经典的历史、政治、心理、哲学、数学、计算机方面电子书(约10万本）
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
learn-python
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
Math4ML_book
《机器学习数学基础》有关资料
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.
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.
VAE-LSTM-for-anomaly-detection
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
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
xalpha
基金投资管理回测引擎
zihao_course
同济子豪兄的公开课