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Pandeng Li's Projects

aerosolve icon aerosolve

A machine learning package built for humans.

airpal icon airpal

Web UI for PrestoDB.--web版数据库

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

asml icon asml

Automatic Streaming ML project

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing

awesome-r icon awesome-r

A curated list of awesome R packages, frameworks and software.

bayesboost icon bayesboost

Bayesian Optimization using xgboost and sklearn API

bayesian-belief-networks icon bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

beansdb icon beansdb

Yet another distributed key-value storage system from Douban Inc.

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

bilbowa icon bilbowa

Open-source implementation of the BilBOWA (Bilingual Bag-of-Words without Alignments) word embedding model.

bistro icon bistro

Bistro is a flexible distributed scheduler, a high-performance framework supporting multiple paradigms while retaining ease of configuration, management, and monitoring.

bleualign icon bleualign

Machine-Translation-based sentence alignment tool for parallel text

bottle icon bottle

bottle.py is a fast and simple micro-framework for python web-applications.

caravel icon caravel

Caravel is a data exploration platform designed to be visual, intuitive, and interactive

cdae icon cdae

Collaborative Denoising Auto-Encoder for Top-N Recommender Systems

cdec icon cdec

Decoder, aligner, and model optimizer for statistical machine translation and other structured prediction models based on (mostly) context-free formalisms

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

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