Ramsey's starred repositories
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.
TweetAnalysisWithSpark
Tweet Analysis with Spark
MapReduceAlgorithms
Data-Intensive Text Processing with MapReduce
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.
stream-tree-learning
Distributed Decision Tree Prediction of Streaming Data using Spark
my-deep-learning
这里记录我总结的一些deeplearning的学习心得和体会。
googletest
GoogleTest - Google Testing and Mocking Framework
dist-keras
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
tensorspark
TensorFlow on Spark
libMF-comments-in-Chinese
This is the libMF source files with comments in Chinses.
kaggle-word2vec
A tutorial at Kaggle using word2vec for sentiment analysis of movie reviews
algorithms4
Golang Edition Source for Algorithms Fourth Editon