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-tensorflow-

唐源黄文坚所著书籍《tensorflow实战》的源码实现

10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

2018interviewexperience

The interview experience in 2018 campus recruitment.

2019-autumn-recruitment-experience

2019届秋招面经集合

3recommendationsystemalgorithms

SVD & BPR+MatrixFactorization using a movie rating dataset ; RNN+BPR+BPTT using taobao marketing dataset

4th-place-home-credit-default-risk

Codes and dashboards for 4th place solution for Kaggle's Home Credit Default Risk competition

a-introduction-to-reinforcement-learning

RL library based on algorithms from the book <A-introduction-to-reinforcement-learning>

abcnn

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

abcnn-keras

Keras implementation of ABCNN by Yin & Schütze (WIP)

add-gan

Anomaly Detection Discriminative GAN (ADD-GAN)

adversialnlp

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

albert-chinese-ner

使用预训练语言模型ALBERT做中文NER

albert-tf2.0

ALBERT model Pretraining and Fine Tuning using TF2.0

albert-zh-for-pytorch-transformers

轉換好的 Albert 中文模型 (for pytorch-transformers)

albert-zh-for-pytorch-transformers-1

轉換好的 Albert 中文模型 (for pytorch-transformers)

albert_ner

基于轻量级的albert实现albert+BiLstm+CRF

albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

albert_zh

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

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

allennlp

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

anogan-keras

Unsupervised anomaly detection with generative model, keras implementation

anomalydetection-using-ae

Anomaly Detection using SVM one class and Auto encoders in Keras

apace-spark-examples

Spark Java_Examples for all modules including GraphX

as-gcn

tensorflow-as-gcn

atrank

An Attention-Based User Behavior Modeling Framework for Recommendation

attention

some attention implements

attention-based-bilstm-relation-extraction

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)