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Official content for the Fall 2014 Harvard CS109 Data Science course
2014 Alibaba Big Data Competition, Team leader, implemented a recommendation algorithm with logistic regression and participated in final season(500 out of over 5000)
Data directory for the CS109 Data Science course
ACDC: A Structured Efficient Linear Layer
Action recognition using soft attention based deep recurrent neural networks
The alibaba competitions
2015阿里巴巴天池大数据竞赛
Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
automatic video description generation with GPU training
ArrayFire: a general purpose GPU library.
Python bindings for ArrayFire
End-to-End Attention-Based Large Vocabulary Speech Recognition
A curated list of awesome R frameworks, packages and software.
Bayesian Optimization using xgboost and sklearn API
A Python implementation of global optimization with gaussian processes.
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.).
Random Walk (Personalized PageRank) Algorithms for Large Graphs
Code for the "Binding via Reconstruction Clustering" paper
Public code files for the DDL blog
SailingLab's Petuum project.
Bayesian Program Learning model for one-shot learning
Caffe: a fast open framework for deep learning.
LSTM implementation on Caffe
Originally cloned from puzzledqs's mpi-parallel version. New features are added.
Proof of concept prototype to perform distributed training using BVLC/caffe, based on a parameter server implementation using MPI. Data parallelism only
Modifications to ParseNet
Configure Caffe in one hour for Windows users.
This is currently an experimental refactoring of Caffe.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.