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albumentations

fast image augmentation library and easy to use wrapper around other libraries

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

autodl

DeepWisdom's 1'st Solution for AutoDL challenge. | Automated Deep Learning without ANY human intervention.

awesome-2vec

Curated list of 2vec-type embedding models

bdci2019-sentiment-classification

CCF BDCI 2019 互联网新闻情感分析 复赛top1解决方案

classification_models

Classification models trained on ImageNet. Keras.

cs-notes

😋 技术面试必备基础知识

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

ecg_pytorch

ecg classfication

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

instacart-basket-prediction

Kaggle | Instacart Market Basket Analysis🥕🥉

machine-learning

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

node2vec

Implementation of the node2vec algorithm.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-template

PyTorch deep learning projects made easy.

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

tencent2020_rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

web-traffic-forecasting

Kaggle | Web Traffic Forecasting 📈

yiguan_sex_age_predict_1st_solution

易观性别年龄预测第一名解决方案