Pinned Repositories
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.
deeplearningbook-chinese
Deep Learning Book Chinese Translation
lihang-code
《统计学习方法》的代码实现
TensorFlow
TensorFlow实战
Changzhisong's Repositories
Changzhisong/codecraft
华为软件精英挑战赛西北赛区三等奖源码
Changzhisong/TensorFlow
TensorFlow实战
Changzhisong/deeplearningbook-chinese
Deep Learning Book Chinese Translation
Changzhisong/lihang-code
《统计学习方法》的代码实现
Changzhisong/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/Changzhisong.github.io
Changzhisong/CLRS
:notebook:Solutions to Introduction to Algorithms
Changzhisong/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.
Changzhisong/DataMiningAlgorithm
数据挖掘18大算法实现以及其他相关经典DM算法
Changzhisong/datastructs_and_algorithm
Data struct and algorithm introduction and implementation in C/C++/Java.
Changzhisong/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Changzhisong/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
Changzhisong/DeepLearningCourseCodes
Changzhisong/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.
Changzhisong/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
Changzhisong/free-programming-books-zh_CN
免费的计算机编程类中文书籍，欢迎投稿
Changzhisong/future_net
2016华为软件精英挑战赛冠军
Changzhisong/GRU4Rec
Changzhisong/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.
Changzhisong/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
Changzhisong/multi-task-learning
TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset
Changzhisong/neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
Changzhisong/Note
学习笔记
Changzhisong/notes
研究生阶段的一些文章（技术、思考、读书笔记、日常琐事等）
Changzhisong/README
README文件语法解读，即Github Flavored Markdown语法介绍
Changzhisong/tennc.github.io
Changzhisong/test
Changzhisong/the-gan-zoo
A list of all named GANs!
Changzhisong/wechat_jump_game
python 微信《跳一跳》辅助
Changzhisong/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