leleyu

followers

following

stars

Peking University

Organizations

dmapku

leleyu's starred repositories

996.ICU

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

NOASSERTION269567 42210

models

Models and examples built with TensorFlow

Language:PythonNOASSERTION76858 2735 7268

fastai

The fastai deep learning library

Language:Jupyter NotebookApache-2.025966 609 1792

pytorch_geometric

Graph Neural Network Library for PyTorch

Language:PythonMIT20715 251 3484

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Language:PythonMIT18131 447 2132

pybind11

Seamless operability between C++11 and Python

Language:C++NOASSERTION15253 244 2108

PySyft

Perform data science on data that remains in someone else's server

Language:Jupyter NotebookApache-2.09385 201 3389

FATE

An Industrial Grade Federated Learning Framework

Language:PythonApache-2.05611 138 2010

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Language:Jupyter NotebookNOASSERTION4832 272 514

Ad-papers

Papers on Computational Advertising

Language:PythonMIT4180 348 2

HElib

HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.

Language:C++NOASSERTION3113 192 367

euler

A distributed graph deep learning framework.

Language:C++Apache-2.02887 139 317

awesome-network-embedding

A curated list of network embedding techniques.

Love

My love story with MaryNee

Language:JavaScript2208 124 20

TubeMQ

TubeMQ has been donated to the Apache Software Foundation and renamed to InLong, please visit the new Apache repository: https://github.com/apache/incubator-inlong

privacy

Library for training machine learning models with privacy for training data

Language:PythonApache-2.01910 61 178

OpenNE

An Open-Source Package for Network Embedding (NE)

Language:PythonMIT1681 67 102

pytorch_scatter

PyTorch Extension Library of Optimized Scatter Operations

Language:PythonMIT1522 17 380

CrypTen

A framework for Privacy Preserving Machine Learning

Language:PythonMIT1507 45 258

tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

Language:PythonApache-2.01197 54 436

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

Language:PythonMIT803 32 40

tensorflow_cc

Build and install TensorFlow C++ API library.

Language:ShellMIT758 38 213

PaddleFL

Federated Deep Learning in PaddlePaddle

Language:PythonApache-2.0494 25 117

hello_tf_c_api

Neural Network TensorFlow C API

Language:C++MIT468 30 56

Compute.scala

Scientific computing with N-dimensional arrays

Language:ScalaApache-2.0200 25 27

terngrad

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

Language:PythonApache-2.0180 11 14

privateml

Various material around private machine learning, some associated with blog

Language:Jupyter Notebook148 10 3

fast_tffm

fast_tffm: Tensorflow-based Distributed Factorization Machine

Language:PythonApache-2.0144 12 7

libffm-ftrl

libffm with ftrl updater

Language:C++BSD-3-Clause93 12 7

Reading_Group

DMALab's reading group slides and papers.