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cvx101-hw-with-python

Home work in python using cvxpy to Stephen Boyd's Convex Optimization class (CVX101 Stanford)

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60多个国家的400多所大学用于教学。

datasciencepython

common data analysis and machine learning tasks using python

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearning_lhy21_notes

深度学习 李宏毅 2021 学习笔记

dispatch

基于粒子群优化算法的水务调度

dqn_cartpole_tf

强化学习 CartPole环境，Tensorflow实现DQN。

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

effective-pandas

Source code for my collection of articles on using pandas.

egret_swarm_optimization_algorithm

Egret Swarm Optimization Algorithm: An Evolutionary Computation Approach for Model Free Optimization

everydaywechat

微信助手：1.每日定时给好友（女友）发送定制消息。2.机器人自动回复好友。3.群助手功能（例如：查询垃圾分类、天气、日历、电影实时票房、快递物流、PM2.5等）

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

feloopy

FelooPy: Integrated optimization environment for automated operations research (AutoOR) in Python.

fjsp

分别用改进的粒子群优化算法和改进的差分进化算法求解柔性作业车间调度问题

freecodecamp-pandas-real-life-example

fulton_statsmodels_2017

State Space Estimation of Time Series Models in Python: Statsmodels

gaseventextraction

基于触发词的燃气事件抽取，包括：时间、地点、原因、后果、组织等实体信息

general

Alignment成为GPT类大模型微调的必须环节，深度强化学习是Alignment的核心。本项目是一个支持非gym环境训练、支持可视化配置的深度强化学习应用编程框架，30分钟上手强化学习编程。

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

girls-in-ai

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

github520

:kissing_heart: 让你“爱”上 GitHub，解决访问时图裂、加载慢的问题。（无需安装）

gnn_pathplanning

Graph Neural Networks for Decentralized Path Planning

gpt-pilot

Dev tool that writes scalable apps from scratch while the developer oversees the implementation

gpu-jupyter

Leverage the flexibility of Jupyterlab through the power of your NVIDIA GPU to run your code from Tensorflow and Pytorch in collaborative notebooks on the GPU.

hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

huatuo-llama-med-chinese

Repo for HuaTuo (华驼), Llama-7B tuned with Chinese medical knowledge. 华驼模型仓库，基于中文医学知识的LLaMA模型指令微调