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awesome_information_extraction

Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.

baichuan-7b

A large-scale 7B pretraining language model developed by Baichuan

baiducrawler

Craw frome http://wenku.baidu.com

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

batchup

Python library for extracting mini-batches of data from a data source for the purpose of training neural networks

bayareadlschool

Slides and exercises for the Theano tutorial at the Deep Learning School in Stanford, September 24-25, 2016

bayesiandatafusion.jl

Bayesian multi-tensor factorization methods, with side information

beginlearning

Practices for machine learning

belle

BELLE: BE Large Language model Engine（开源中文对话大模型）

bemkl

Bayesian Efficient Multiple Kernel Learning

bert-cosine-sim

Fine-tune BERT to generate sentence embedding for cosine similarity

bert-flow

TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)

bert-kpe

bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

bert_and_ernie

TensorFlow code and pre-trained models for BERT and ERNIE

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

bfs

The Baidu File System.

bidirectional-random-walk

Random Walk (Personalized PageRank) Algorithms for Large Graphs

bidmach

CPU and GPU-accelerated Machine Learning Library

bidmach_spark

Code to allow running BIDMach on Spark including HDFS integration and lightweight sparse model updates (Kylix).

bigishdata

Code samples that I've written about on bigishdata.com

bilstm-aux

Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in pycnn)

bimu

Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders

bipartite-link-prediction

bist-parser

Graph-based and Transition-based dependency parsers based on BiLSTMs

bivec

Train bilingual embeddings as described in our NAACL 2015 workshop paper "Bilingual Word Representations with Monolingual Quality in Mind". Besides, it has all the functionalities of word2vec with added features and code clarity. See README for more info.

blended-diffusion

Official implementation for "Blended Diffusion for Text-driven Editing of Natural Images" [CVPR 2022]

blended-latent-diffusion

Official implementation for "Blended Latent Diffusion" https://arxiv.org/abs/2206.02779

blocks

A Theano framework for building and training neural networks

blocks-char-rnn

Multi-layer RNN (LSTM, GRU, RNN) for character-level language models in Blocks