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ZhongJie Zeng's starred repositories

estimator

train, evaluate and deploy model using tf-estimator

Language:Jupyter Notebook4800

awkward

Manipulate JSON-like data with NumPy-like idioms.

Language:PythonBSD-3-Clause81200

awkward-0.x

Manipulate arrays of complex data structures as easily as Numpy.

Language:PythonBSD-3-Clause21600

EasyRec

A framework for large scale recommendation algorithms.

Language:PythonApache-2.0162100

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

Language:Jupyter NotebookApache-2.0184900

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Language:Jupyter Notebook778300

mmdeploy

OpenMMLab Model Deployment Framework

Language:PythonApache-2.0262700

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Language:PythonMIT2360300

featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

Language:Jupyter NotebookMPL-2.0175200

book-ml-sem

《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering

MIT100

FM_FTRL

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

Language:PythonMIT26100

Familia

A Toolkit for Industrial Topic Modeling

Language:C++BSD-3-Clause263700

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

Language:PureBasicApache-2.0424000

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

Language:SCSSMIT187700

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

MIT1674800

what-if-tool

Source code/webpage/demos for the What-If Tool

Language:HTMLApache-2.089500

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.

Language:PythonMIT690200

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

CC0-1.0352600

explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu

Language:Jupyter NotebookMIT40100

DeepSpeed

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

Language:PythonApache-2.03389900

PatrickStar

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

Language:PythonBSD-3-Clause74500

PyTorch_Practice

这是我学习 PyTorch 的笔记对应的代码，点击查看 PyTorch 笔记在线电子书

Language:PythonGPL-3.0122200

Tech_Aarticle

主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看过的，就先罗列一下，然后之后看了把解读更新上；涉及到搜索/推荐/自然语言处理。

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Language:Jupyter NotebookApache-2.0419800

pretrained-models

Open Language Pre-trained Model Zoo

Apache-2.098300

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Language:PythonMIT454300

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language:PythonAGPL-3.0808700

data-lineage-parent

数据血缘，Hive/Sqoop/HBase/Spark等，发送到kafka后，解析处理使用neo4j生成血缘

Language:Java7700

data-lineage-parent

解析SQL，获取字段、表级别的血缘关系。转换成血缘模型，在图数据库neo4j上呈现。

Language:Java16400