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arduino_project

Arduino的各种项目，包括灯泡控制等

big_data_classification_phone_user_python

该项目有关大数据的分类问题，是根据用户信息提取不同的特征，然后监督学习用户的分类，总共有5类，正常用户、客服人员、快递员、*扰电话

coid

cord_results

including supplementary results

deep-rl-elements

Deep RL algorithm in pytorch

designing_corrective_facility_for_signal_and_system_matlab

使用matlab模拟信号与系统中的校正装置

doubanspider

豆瓣读书的爬虫

equipment_capacity_bound_prediction

使用ARCH模型和FFT快速傅里叶变换方法对器材库存限额的预测确定。

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fbdqa-2021s

Financial Big Data and Quantitative Analytics, Spring 2021.

finrl

FinRL: Financial Reinforcement Learning Framework. Please star. 🔥

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

geoman-grain-temperature

The project about the GeoMAN network of grain temperature prediction

hanabi_sad

Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning

intelligent_patrol_toy_car_pose_with_skeleton_color_recognition

智能巡逻机器人，可以以一定距离主动跟随人，主动前进后退，可以是别人的骨架和手势，同时根据人体的衣服颜色分辨身份，敌人还是朋友，敌人为红色，朋友为蓝色。

introduction-to-algorithms-clrs

Introduction to Algorithms

literature

machine_learning_methods_for_regression_matlab

Data has 6 features & 1 output. the target for this is regression by at least 3 machine learning methods. And at least 1 NN method.

mappo-on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

meltingpot

mfrl

Mean Field Multi-Agent Reinforcement Learning

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml-papers-explained

Explanation to key concepts in ML

modular_rl

Implementation of TRPO and related algorithms

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

neural-mmo

Code for the paper "Neural MMO: A Massively Multiagent Game Environment for Training and Evaluating Intelligent Agents"

pegasusgenerationmodel

playing2048byrl

practicalguidetorecsys

《互联网大厂推荐算法实战》资料库

pymarl

Python Multi-Agent Reinforcement Learning framework