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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

ai-edu

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

aitm

TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising. [https://arxiv.org/abs/2105.08489]

attention

some attention implements

bert

TensorFlow code and pre-trained models for BERT

blade-build

A powerful build system from Tencent, support many mainstream programming languages, such as C/C++, java, scala, python, protobuf...

causalml

Uplift modeling and causal inference with machine learning algorithms

dcn

build up a deep & cross network in tensorflow from scratch 从头开始搭建一个 deep and cross网络

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_memory

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepinterestnetwork

deepmcp

Deep Matching, Correlation and Prediction (DeepMCP) Model

deepvideoanalytics

A distributed visual search and visual data analytics platform.

dlflow

DLFlow is a deep learning framework.

dlrm

An implementation of a deep learning recommendation model (DLRM)

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

dstn

Deep Spatio-Temporal Neural Network (DSTN)

ecosystem

Integration of TensorFlow with other open-source frameworks

eges

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

em-gaussian

Python code for Expectation-Maximization estimate of Gaussian mixture model

exact-k-recommendation

ffmpeg

Mirror of git://source.ffmpeg.org/ffmpeg.git

hecate

Automagically generate thumbnails, animated GIFs, and summaries from videos

learning2rank

Learning to rank with neuralnet - RankNet and ListNet

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

multilabel-learn

multilabel-learn: Multilabel-Classification Algorithms

murmurhash-java

32 and 64 bit implementations of the non-crypto murmurhash2

nlp_bert_multi_label

使用BERT构建多标签标注模型