ajing

ChemTreeMap

An Interactive Map of Biochemical Similarity in Molecular Datasets. The document: http://chemtreemap.readthedocs.org/en/latest/ . The project website:

awesome-deep-learning-papers

The most cited deep learning papers

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

DeepCTR-PyTorch

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

ajing.github.io

planet

adversarial_attack

auto-sklearn

auto_ml

Automated machine learning for analytics & production

code

Example application code for the python architecture book

cookiecutter-data-science

Try to add some kaggle flavor to this file structure. Also, adding some R sample code.

DeepMatch-Torch

「PyTorch」A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

docker-nutch-elasticsearch-mongodb

Docker Image for Apache Nutch, Elasticsearch and MongoDB

ensemble-adv-training

Ensemble Adversarial Training on MNIST

JGrowing

Java is Growing up but not only Java。Java成长路线，但学到不仅仅是Java。

kaggle-reproduce

Try to reproduce some winning solutions on Kaggle.

kaggle_planet_amazon

kaggle competetion for classify satellite image for amazon forest

Kaggler

Code for Kaggle Data Science Competitions

llm

mlr_helpfunc

Some help function to use mlr

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

pytorch_exercise

spaceship-prompt

:rocket::star: A Zsh prompt for Astronauts

tensorflow-exercises

TensorFlow Exercises - focusing on the comparison with NumPy.

toxic

Toxic Comment Classification Challenge

toxic-1

Toxic Comment Classification Challenge, 12th place solution https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge

universal

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

yoda

A highly configurable framework for your machine learning training