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mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

onlinelda_spark

Online LDA based on Spark

papers-we-love

Papers from the computer science community to read and discuss.

pdfs

PDF Collection

pymc

PyMC version 3 (PyMC 2 is in branch 2.3)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rdd

Simplify the Spark RDD (for Scala Learning Purpose)

scikit-learn

scikit-learn: machine learning in Python

serving

A flexible, high-performance serving system for machine learning models

social-data

spark

Mirror of Apache Spark

spark-fm-parallelsgd

Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)

spark-libfm

An implement of Factorization Machines (LibFM)

spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

spark-perf

Performance tests for Spark

spark-timeseries

A library for time series analysis on Apache Spark

spark-vlbfgs

Vector-free L-BFGS implementation for Spark MLlib

sparkinternals

Notes talking about the design and implementation of Apache Spark

svmonspark

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-1

图解tensorflow 源码

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tensorflow_pkg

tensorrt

TensorFlow/TensorRT integration

tensorrt-1

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

tnn

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

topicmodeling

Topic Modeling on Apache Spark

travis-broken-example

An example that will cause a build failure

uer-py-1

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo