shanghai china

koala

Elite
@endymecy

NLP LLM

awesome-deeplearning-resources. Deep Learning and deep reinforcement learning research papers and some codes

3k

spark-ml-source-analysis. spark ml 算法原理剖析以及具体的源码实现分析

2k

spark-graphx-source-analysis. spark graphx 的原理及相关操作的源码解析

215

spark-config-and-tuning. spark性能调优总结 spark config and tuning

118

spark-programming-guide-zh-cn. Spark 编程指南简体中文版

32

AlgorithmsOnSpark. Some popular algorithms(dbscan,knn,fm etc.) on spark

32

akka-guide-zh. akka 中文文档，通过官方文档翻译

27

flume-kafka-storm-drools-example. Java

23

Fast-and-General-Data-Processing-on-Large-Clusters. Matei Alexandru Zaharia博士论文的翻译-An Architecture for Fast and General Data Processing on Large Clusters

18

MCMC-sampling. The theory and implement of Metropolis Hastings Algorithm and Gibbs sampling

7

tensorflow_nlp. Deep natural language process toolkit

7

dl4scala. This is a deep learning toolkit that use scala write

5

pgm. Probabilistic Graphical Model

4

DeepLearning-500-questions. 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

4

feature-engineering-for-ml-zh. :book: [译] 面向机器学习的特征工程

2

dict_build. 自动构建中文词库：http://www.matrix67.com/blog/archives/5044

2

AlphaTree-graphic-deep-neural-network. 将深度神经网络中的一些模型 进行统一的图示，便于大家对模型的理解

2

spark-sklearn. Scikit-learn integration package for Spark

2

algorithms_and_data_structures. 180+ Algorithm & Data Structure Problems using C++

2

spatial-trees. Python implement for spatial trees

2

elasticsearch-guide.

2

kcws. Deep Learning Chinese Word Segment

2

featuretools. An open source python framework for automated feature engineering

1

cleverhans. An adversarial example library for constructing attacks, building defenses, and benchmarking both

1

adversarial-robustness-toolbox. Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

1

Recommenders. Recommender Systems

1

mleap. MLeap: Deploy Spark Pipelines to Production

1

foolbox. A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

1

AdvBox. Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

1

pytorch-qrnn. PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

1

GPflow. Gaussian processes in TensorFlow

1

pytorch-playground. Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

1

tpot. A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

1

Saliency-detection-toolbox. This is a Saliency detection toolbox Specially designed for surface defect detection.

1

tsfresh. Automatic extraction of relevant features from time series:

1

AccSGD. Implements pytorch code for the Accelerated SGD algorithm.

1

warp-ctc. Fast parallel CTC.

1

youtu-graphrag. Official repository of Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

1

deepnlp. Deep Learning NLP Pipeline implemented on Tensorflow

1

recsys. A Tensorflow based implicit recommender system

1

awesome-public-datasets. A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

1

MathAndScienceNotes. Notes/links on math and science, including statistics, bayes, cmpsc, quant trading, machine learning, etc

1
42
Apply