dengpanyin Goto Github PK

kubernetes-goclient-example

An example implementation of a Golang client for Kubernetes.

kungfu

Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.

learning-spark-with-java

Self-contained examples using Apache Spark with the functional features of Java 8

lgflags

llama.cpp

LLM inference in C/C++

llm-inference-benchmark

LLM 推理服务性能测试

machine-learning-interview

算法工程师-机器学习面试题总结

mini-flink

minispark

Java implementation of a mini Spark-like framework named MiniSpark that can run on top of a HDFS cluster. MiniSpark supports operators including Map, FlatMap, MapPair, Reduce, ReduceByKey, Collect, Count, Parallelize, Join and Filter.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mlaas

ML-as-a-service system for exploring large datasets.

mlnd_deeptesla

使用深度学习的方法，给特斯拉汽车学习端对端的自动驾驶，本项目利用MIT 6.S094 这门公开课中的Tesla数据集训练深度学习模型，根据车辆的前置相机所拍摄的路况图像，实现对车辆转向角度的预测。(本项目还未完成)

mnist_distribued_slurm

pytorch distributed training at slurm

moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

multiclientwebchat

基于 Spring Websocket 和心跳保活重连的多人网页聊天室

notes-lsju-machine-learning

机器学习笔记

numpy

nvjpeg-python

nvjpeg for python

ohc

Java large off heap cache

operator

optimizer-experiments-pytorch

SGD/ADAM/Amsgrad/AdamW/RAdam/Lookahead

pegasus

A distributed key-value storage system developed and maintained by Xiaomi Cloud Storage Team.

pipelines

Machine Learning Pipelines for Kubeflow

playgrounds

Provide docker environment and examples for PyFlink

product-category-predict

商品类目预测，使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架，通过 TF-IDF 和 Bayes 算法，训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供 RESTFul 接口。

ps

自己实现的深度学习训练框架，纯java实现，没有过多的第三方依赖，可分布式训练

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-distributed-slurm-example