Fivelike's repositories
personal_recommendation
recall&rank algo
Ad-papers
Papers on Computational Advertising
algorithm-pattern
算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Bert-Chinese-Text-Classification-Pytorch
使用Bert，ERNIE，进行中文文本分类
competition-baseline
数据科学竞赛各种baseline代码、思路分享
Deep-NLP
纸上得来终觉浅，绝知此事要躬行
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
digix2020_ctr_rank1
华为digix算法大赛2020机器学习赛道-ctr预估初赛/决赛rank1
EPSOL
Sequence-based protein solubility prediction using multidimensional embedding
interview-questions
根据超过 1500 篇真实面经整理的腾讯，阿里，字节跳动，Shopee，美团，滴滴高频面试题
Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
keras-transformer
Transformer implemented in Keras
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
lihang-code
《统计学习方法》的代码实现
missing-semester-cn.github.io
the CS missing semester Chinese version
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
openctp
CTP开放平台提供A股、港股、美股、期货、期权等全品种接入通道，通过提供中泰证券XTP、华鑫证券奇点、东方证券OST、东方财富证券EMT、盈透证券TWS等各通道的CTPAPI接口，CTP程序可以无缝对接各股票柜台。平台也提供了一套基于TTS交易系统的模拟环境，同样提供了CTPAPI兼容接口，可以替代Simnow，为CTP量化交易开发者提供7x24可用的模拟环境。
pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
PLUS
Protein sequence representations Learned Using Structural information (https://arxiv.org/abs/1912.05625)
prediction-flow
Deep-Learning based CTR models implemented by PyTorch
PyTorch_TextGCN
The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
SPKD
Official PyTorch implementation of "Lightweight Deep CNN for Natural Image Matting via Similarity-Preserving Knowledge Distillation" (IEEE Signal Processing Letters 2020)
ta-lib
TA-Lib (Core C Library)
tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
textGCN
一个简单的textGCN实例
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow