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3d_models

3D CAD models

afag-project

Generates attributed face adjacency graph from SAT file

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

autograd

Efficiently computes derivatives of numpy code.

deep-residual-networks

Deep Residual Learning for Image Recognition

differential-evolution

A (very slow) implementation of the differential evolution algorithm in Python using Tensorflow.

doc2vec_java

A Java implementation of doc2vec in ICML'14

doc_word2vectest

这是Word2vec和Doc2vec的一个应用示例：用Word2vec计算词的相似度和用doc2vec计算句子的相似度。

evolutionneuralnetwork

A small project abot GA and ANN，基于TensorFlow实现基于遗传算法的神经网络结构搜索技术，在威斯康星乳腺癌细胞分类的数据集上面进行实验，并与传统的机器学习的分类算法进行对比，验证该算法的结果的优劣性。

evostra

A fast Evolution Strategy implementation in Python

fate

An Industrial Level Federated Learning Framework

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

ifcstep-to-ifcowl-converters

Roundtrip converters from IFC STEP files to IfcOWL RDF files

ifctolbd

IFCtoLBD converts IFC (Industry Foundation Classes STEP formatted files into the Linked Building Data ontologies.

jieba

结巴中文分词

jrnn

LSTM and GRU in JAVA

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

node-step

node-STEP : nodejs script to analyse and explore STEP (ISO 10303 AP203) file format and explore part assemblies

np-nes

Numpy implementation of Natural Evolution Strategy (NES)

pan-dl4j

pdf

数据科学方向 课件&资料

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

qaonmilitarykg

QAonMilitaryKG，QaSystem based on military knowledge graph that stores in mongodb which is different from the previous one, 基于mongodb存储的军事领域知识图谱问答项目，包括飞行器、太空装备等8大类，100余小类，共计5800项的军事武器知识库，该项目不使用图数据库进行存储，通过jieba进行问句解析，问句实体项识别，基于查询模板完成多类问题的查询，主要是提供一种工业界的问答**demo。

semanaly

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

seminar-deep-learning

《Deep Learning》阅读讨论班

seminar-prml

《Pattern Recognition and Machine Learning》阅读讨论班

sentence-similarity

To calculate similarity between two sentences in Chinese, using hanlp

tensorflow-resnet

ResNet model in TensorFlow

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

ullmann