linxihui

NNLM

Nonnegative Linear Models (NNLM) and Nonnegative Matrix Factorization (NMF or NNMF).

deepLearning

R package of C++ implemented hot deep learning algorithms, including RBM, DBN, SAE, NN, etc.

GaussianProcess.jl

A Juila package for Gaussian process classification and regression(Gaussian, Poission, Cox).

sml

Machine learning algorithms (e.g., ELM, Gaussian Process, Boosting) for time-to-event/survival outcome

datasets

Scripts to download and process data for NLP, CV and statistical modeling

GLMNet.jl

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

lazyML

LazyML or AutoML, an R package aims to automatically select models and tune parameters simultaneously.

Misc

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. New PR ☛☛☛

cuda101

GloVe

GloVe model for distributed word representation

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-contrib

Keras community contributions

linxihui.github.io

My website

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

mlr

mlr: Machine Learning in R

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

qa

rshogun

wrap up shogun's R modular in a tradicitonal R fashion

shogun-data

The Shogun Machine Learning Toolbox (Data Sets)

so-simple-theme

A simple and clean responsive Jekyll theme for words and photos.

sparse_vllm

Implemented blocksparse attentionin vllm

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

tslime.vim

Send command from vim to a running tmux session

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

wikiextractor

A tool for extracting plain text from Wikipedia dumps