kiminh

classifying-text

Classifying text with bag-of-words

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

awesome-2vec

Curated list of 2vec-type embedding models

cayley

An open-source graph database

spark-timeseries

A library for time series analysis on Apache Spark

keystone

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

Sentiment-Classification-Example

IPython Notebook for Sentiment Classification

mgfsm

Large scale frequent sequence mining

mpiingrams

IntelCaffeRelease

tgboost

Tiny Gradient Boosting Tree

BigDL-old

Deep learning library for Apache Spark

ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.

TweetAnalysisWithSpark

Tweet Analysis with Spark

MapReduceAlgorithms

Data-Intensive Text Processing with MapReduce

Ivory

A Hadoop toolkit for web-scale information retrieval research

NCE-CNN-Torch

Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)

face-alignment-presentation

All materials used in Face Alignment Presentation for MultiMedia Course.

rcpr-annotated

RCPR 代码注解

amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

deep-landmark

Predict facial landmarks with Deep CNNs powered by Caffe.

mCNN

personal

stream-tree-learning

Distributed Decision Tree Prediction of Streaming Data using Spark

yggdrasil

Yggdrasil: Faster Decision Trees Using Column Partitioning in Spark

distml-criteo

my-deep-learning

这里记录我总结的一些deeplearning的学习心得和体会。

spark1.52

Spark源代码中文注释

photon-ml

A scalable machine learning library on Apache Spark

googletest

GoogleTest - Google Testing and Mocking Framework