changzhisong Goto Github PK

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

changzhisong.github.io

clrs

:notebook:Solutions to Introduction to Algorithms

codecraft

华为软件精英挑战赛西北赛区三等奖源码

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.

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

datastructs_and_algorithm

Data struct and algorithm introduction and implementation in C/C++/Java.

deep-learning-papers-reading-roadmap

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

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............ 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningcoursecodes

deepmatch

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.

electricai

数据挖掘管道搭建示例 基于大航杯“智造扬中”电力AI大赛

free-programming-books-zh_cn

免费的计算机编程类中文书籍，欢迎投稿

future_net

2016华为软件精英挑战赛冠军

gru4rec

gru4rec-1

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

iterm2-zmodem

在 Mac 下，实现与服务器进行便捷的文件上传和下载操作

lihang-code

《统计学习方法》的代码实现

multi-task-learning

TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

note

学习笔记

notes

研究生阶段的一些文章（技术、思考、读书笔记、日常琐事等）

readme

README文件语法解读，即Github Flavored Markdown语法介绍

tennc.github.io

tensorflow

TensorFlow实战

test

the-gan-zoo

A list of all named GANs!

wechat_jump_game

python 微信《跳一跳》辅助

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