linxid

ML_CIA

公众号: 机器学习荐货情报局 所有代码

kaggle-avazu

2nd place solution for Avazu click-through rate prediction competition

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

dive-into-ml-system

Dive into machine learning system, start from reinventing the wheel.

prob140-textbook-zh

:book: [译] 面向数据科学的概率论

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

product-nets

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

nlp

兜哥出品 <一本开源的NLP入门书籍>

Auto-Lianliankan

基于python图像识别实现的连连看外挂，可实现QQ连连看秒破

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, Dask, Flink and DataFlow

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

AR-VRCourse

VR,AR,MR 开发入门教程

marktext

📝A simple and elegant markdown editor, available for Linux, macOS and Windows.

deep-painterly-harmonization

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

tensorflow-eager-tutorials

Simple tutorials for building neural networks with TensorFlow Eager mode.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

kaggle

A collection of Kaggle solutions. Not very polished.

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频

Machine-Learning

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

GRE_laylalaisy

Toefl的姊妹篇lol GRE的一些资料~ 祝小可爱和大佬们早日和GRE巨型怪兽分手(o゜▽゜)o☆

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

algorithm-essentials

算法精粹--举一反三，抛弃题海战术

algorithm-essentials

算法精粹--举一反三，抛弃题海战术

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices