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algonotes

公众号【浅梦的学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

comfyui_learning

comfyUI绘图工作流分享

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepfm-keras

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

fastquant

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

house-price-prediction

房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右

house_price_forecast

利用回归模型实现房价预测

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

my_streamlit_app

【Streamlit学习心得】个人项目实战，并部署在Streamlit Cloud，生成一个公网url随时访问

node2vec

Here is a simplified demo of the node2vec algorithm

python-strategy-template

Python Algorithmic Strategy Template on Crypto Arsenal

sparkproject

在家编写的sparkTest

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

wide-and-deep-keras

Keras implementation of Tensorflow's Wide and Deep Algorithm