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dml

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

effectivetensorflow

TensorFlow tutorials and best practices.

efficientnet-pytorch

A PyTorch implementation of EfficientNet

entity-embedding-rossmann

external-attention-pytorch

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

fastai

The fast.ai deep learning library, lessons, and tutorials

feature-selection

Features selection algorithm based on self selected algorithm, loss function and validation method

fm_ftrl

Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition

free-books

互联网上的免费书籍

freeml

A List of Data Science/Machine Learning Resources (Mostly Free)

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

handson-ml

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

helpingsantashelpers

Code for the Kaggle 2014 Holiday Competition: Helping Santa's Helpers

home-credit-default-risk

2nd Place Solution 💰🥈

honor

Honors from Data Competition

huawei-digix-agegroup

2019 HUAWEI DIGIX Nurbs Solutions

icme2019-ctr

The Code for ICME2019 Grand Challenge: Short Video Understanding (Single Model Ranks 6th)

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

instacart

2nd place solution🥕🥈

instacart-basket-prediction

Kaggle | Instacart Market Basket Analysis🥕🥉

introduction-to-computer-science-and-programming-using-python

MIT课程Introduction to Computer Science and Programming Using Python 的笔记和课后作业的代码

is_that_a_duplicate_quora_question

jdata2

rank4

just-code

Just Code ! 针对面试训练算法题， 目前包括字节跳动面试题、 LeetCode 和剑指 offer ，持续扩容中 :star:

kaggle

kaggle-2014-criteo