waitingxjk

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

flink

Apache Flink

dl-on-flink

Deep Learning on Flink aims to integrate Flink and deep learning frameworks (e.g. TensorFlow, PyTorch, etc) to enable distributed deep learning training and inference on a Flink cluster.

pyflink_learn

基于 PyFlink 的学习文档，通过一个个小实践，便于大家快速入手 PyFlink

gpt-3

GPT-3: Language Models are Few-Shot Learners

pyflux

Open source time series library for Python

arch

ARCH models in Python

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

auto-sklearn

Automated Machine Learning with scikit-learn

featuretools

An open source python library for automated feature engineering

prophet

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

graph-learn

An Industrial Graph Neural Network Framework

graphvite

GraphVite: A General and High-performance Graph Embedding System

jupytext

Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Transformers_for_Text_Classification

基于Transformers的文本分类

OpenCLaP

Open Chinese Language Pre-trained Model Zoo

Ad-papers

Papers on Computational Advertising

JanusGraphBatchImporter

janusgraph-utils

Develop a graph database app using JanusGraph

incubator-hugegraph

A graph database that supports more than 100+ billion data, high performance and scalability (Include OLTP Engine & REST-API & Backends)

PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

spektral

Graph Neural Networks with Keras and Tensorflow 2.

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

pytorch_geometric

Graph Neural Network Library for PyTorch

titan

Distributed Graph Database

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

spdlog

Fast C++ logging library.

TILES

TILES: an algorithm for community discovery in dynamic social networks