phac123 Goto Github PK

a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

adb-buffer

《高级数据库系统》课程实验

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

bbs_lq

自己的分支仓库

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner-pytorch

Pytorch BERT-BiLSTM-CRF For NER

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

countminsketch

Implementation of Count Min Sketch in C++

crowdlayer

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

cs-notes

:books: 技术面试必备基础知识、Leetcode、Java、C++、Python、后端面试、计算机操作系统、计算机网络、系统设计

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。

gap

the implementation of GAP and some checkpoint

kprn

Reasoning Over Knowledge Graph Paths for Recommendation

ldlqforanns

Local Learning Quantization for Approximate Nearest Neighbor Search

learned-indexes

Implementation of BTree part for paper 'The Case for Learned Index Structures'

learning-to-index-for-nearest-neighbor-search

Learning to Index for Nearest Neighbor Search

learning-to-route

Code for ICML2019 paper: Learning to Route in Similarity Graphs

literaturedl4graph

A comprehensive collection of recent papers on graph deep learning

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

matching-networks-pytorch

Matching Networks for one shot learning

meta-sketch

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ner-bert-crf

ner-bert-pytorch

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

nns-meets-deep-rl

Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning

product-quantilization

The implementation of the paper " Product quantization for nearest neighbor search"

python-library-learning

Here we will sort out a variety of interesting Python library learning

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-manifold-matching

[ICCV 2021] A Pytorch implementation of "Manifold Matching via Deep Metric Learning for Generative Modeling"