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2022_wbdc_rk12

2022微信大数据挑战赛_rank12

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

annotated-transformer

An annotated implementation of the Transformer paper.

antifraudchatbot

A simple prompt-chatting AI based on wechaty and fintuned NLP model

appagent

AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.

autox

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

awesome-generative-information-retrieval

awesome-open-source-mlops

An awesome & curated list of best open source MLOps tools for data scientists.

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

bars

Towards open benchmarking for recommender systems https://openbenchmark.github.io/BARS

causalml

Uplift modeling and causal inference with machine learning algorithms

chat-gpt-google-extension

A Chrome extension to display ChatGPT response alongside Google Search results

chatgpt

Reverse engineered ChatGPT API

competition-solutions

我的数据竞赛方案总结

competition_notebook

数据竞赛笔记fork

competitions

Solutions to Recommender Systems competitions

controlnet

Let us control diffusion models!

cornac

A Comparative Framework for Multimodal Recommender Systems

daisyrec

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

dashboard_tutorial

data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

ddia

《Designing Data-Intensive Application》DDIA中文翻译

deberta

The implementation of DeBERTa

deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearningsystem

Deep Learning System core principles introduction.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dgfraud-tf2

A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

earth-forecasting-transformer

Official implementation of Earthformer