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addimagetime

analytics-zoo

Deep learning powered big data analytics using BigDL on Apache Spark

bigdl

BigDL: Distributed Deep learning Library for Apache Spark

bigdl-core

Core HW bindings and optimizations for BigDL

bigdl-llm-tutorial

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm

bigdl-shade

bigdl-tutorials

Step-by-step Deep Leaning Tutorials on Apache Spark using BigDL

bigdlncf

BigDL implement of Neural Collaborative Filtering.

caffe

Caffe: a fast open framework for deep learning.

darknet

Convolutional Neural Networks

deepspeech2

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gptq-for-llama

4 bits quantization of LLaMA using GPTQ

hadoop

Apache Hadoop

intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

keystone

Simplifying robust end-to-end machine learning on Apache Spark.

kfb

livy

Livy is an open source REST interface for interacting with Apache Spark from anywhere

mdrill

for千亿数据即席分析

nn

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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)

reference

Reference implementations of MLPerf benchmarks

simplemlp

spark

Mirror of Apache Spark

spark-dl

Deep learning library for Apache Spark

sparseml

Spark MLlib code optimized to efficiently support sparse data

spinal_detection_baseline

strata-tutorial

A tutorial repository for Strata Beijing 2016. It contains setup instructions and exercises