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algo_leet_code

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autosmart

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

difacto

Distributed Factorization Machines

dlflow

DLFlow is a deep learning framework.

halfrost-field

✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kddcup_2020_autograph_1st_place

KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution

kddcup_2020_debiasing_1st_place

learnpython

以撸代码的形式学习Python

libffm

A Library for Field-aware Factorization Machines

libfm

Library for factorization machines

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lwx960

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

models

Models and examples built with TensorFlow

ps-lite

A lightweight parameter server interface

recommendersystem

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

stacknet

StackNet is a computational, scalable and analytical Meta modelling framework

start

begin

tech_aarticle

深度学习模型在各大公司实战落地细节解读：主要是通过阅读各种实战文章，梳理模型落地的工程细节，涉及到搜索/推荐/自然语言处理。

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow_template_application

TensorFlow template application for deep learning

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

tigerbot

TigerBot: A multi-language multi-task LLM

xgboost-tensorflow-wide-and-deep-comparison

Comparison how Tensorflow Wide and Deep model performs vs. XGBoost implementation