xiligey

kafka-producer

Kafka推数工具

Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

LeetCode-Py

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

TimeSeriesForecastingInPython

flink-app-jobs

scala-style-guide

Databricks Scala Coding Style Guide

npml

Python machine learning package based on numpy

flink

Apache Flink

sktime

A unified framework for machine learning with time series

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

matplotlib4j

Matplotlib for java: A simple graph plot library for java, scala and kotlin with powerful python matplotlib

mlflow

Open source platform for the machine learning lifecycle

SREWorks

Cloud Native DataOps & AIOps Platform | 云原生数智运维平台

deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

baidu_photo_spider

爬取百度图片

WindTerm

A professional cross-platform SSH/Sftp/Shell/Telnet/Serial terminal.

cube-studio

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，多租户，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式

hyper

A terminal built on web technologies

fonts

Patched fonts for Powerline users.

universal-java-matrix-package

A Java Library for sparse and dense matrices, linear algebra, visualization and big data

Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

dl-on-flink

Deep Learning on Flink aims to integrate Flink and deep learning frameworks (e.g. TensorFlow, PyTorch, etc) to enable distributed deep learning training and inference on a Flink cluster.

WZU-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）

machine_learning_beginner

机器学习初学者公众号作品

Data-Science-Notes

数据科学的笔记以及资料搜集

lihang-code

《统计学习方法》的代码实现

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.