SONG's repositories
TensorFlow
TensorFlow实战
deeplearningbook-chinese
Deep Learning Book Chinese Translation
lihang-code
《统计学习方法》的代码实现
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, ... 🧠
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
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-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
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"
the-gan-zoo
A list of all named GANs!
wechat_jump_game
python 微信《跳一跳》辅助