ling60

Introduction-to-Data-Science

本Repository为**人民大学朝乐门老师开源课程——《数据科学导论》

FinBERT

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

stargazer

Python implementation of the R stargazer multiple regression model creation tool

FinBERT

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

magenta

Magenta: Music and Art Generation with Machine Intelligence

qiqqa-open-source

The open-sourced version of the award-winning Qiqqa research management tool for Windows

LaTeX-Workshop

Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.

AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

SEAL

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".

DGI

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

GNNPapers

Must-read papers on graph neural networks (GNN)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DGNN-PyTorch

Unofficial PyTorch implementation of the CVPR'19 paper "Skeleton-Based Action Recognition with Directed Graph Neural Networks".

nbgrader

A system for assigning and grading notebooks

material-theme-jetbrains

JetBrains theme of Material Theme

pytext

A natural language modeling framework based on PyTorch

CAIL

Chinese AI & Law Challenge

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Color-Names

An improved version of the color name model described here: http://lewisandquark.tumblr.com/post/160776374467/new-paint-colors-invented-by-neural-network.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

coies

COIES-Context-based One-shot Information Extraction System

Natural-Language-Processing

word2vec

Automatically exported from code.google.com/p/word2vec

jupyter2slides

Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js

lda2vec

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

odsc-west-python-2017

Introduction to Python for Data Science

stat-cookbook

:orange_book: The probability and statistics cookbook