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lzf's Projects

adanet icon adanet

Fast and flexible AutoML with learning guarantees.

agriculture_knowledgegraph icon agriculture_knowledgegraph

农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策

ai-driver-cnn-deeplearning-pytorch icon ai-driver-cnn-deeplearning-pytorch

AI-driving Vehicle Simulation using Machine Learning(CNN) | PyTorch implementation of "End to End Learning for Self-Driving Cars" (arXiv:1604.07316)

ai-edu icon ai-edu

AI education materials for Chinese students, teachers and IT professionals.

albert_zh icon albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

alphafm icon alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

anyq icon anyq

FAQ-based Question Answering System

axi_pcb_defect_detection icon axi_pcb_defect_detection

This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from multi-layer PCB boards. Proprietary AXI image dataset is not included in this repo. Users can use their own datasets on top of the OOP data extraction layer and neural network models implemented for their own detection tasks.

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-embedding icon bert-embedding

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

bert-relation-extraction icon bert-relation-extraction

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

bi-att-flow icon bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

bidaf-pytorch icon bidaf-pytorch

Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.

bsdata icon bsdata

Dataset for classification, detection and prognostics of surface defects on ball screw drives

c-swm icon c-swm

Contrastive Learning of Structured World Models

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