Pinned Repositories
500lines
500 Lines or Less
algo
数据结构和算法必知必会的50个代码实现
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
amazon-dsstne
Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer and Reinforcement Learning.
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-reinforcement-learning-zh
中文整理的强化学习资料（Reinforcement Learning）
chainer_caption_generation
Caption generation from images using deep neural net
cheat.sh
the only cheat sheet you need
zhengkaifu's Repositories
zhengkaifu/algo
数据结构和算法必知必会的50个代码实现
zhengkaifu/Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
zhengkaifu/amazon-dsstne
Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
zhengkaifu/awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
zhengkaifu/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer and Reinforcement Learning.
zhengkaifu/Awesome-Incremental-Learning
Awesome Incremental Learning
zhengkaifu/awesome-reinforcement-learning-zh
中文整理的强化学习资料（Reinforcement Learning）
zhengkaifu/cheat.sh
the only cheat sheet you need
zhengkaifu/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
zhengkaifu/cpython
The Python programming language
zhengkaifu/CTR-Prediction
Sharing the CTR Prediction original paper and personal study notes
zhengkaifu/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............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
zhengkaifu/edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
zhengkaifu/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
zhengkaifu/Familia
A Toolkit for Industrial Topic Modeling
zhengkaifu/leetcode-1
leetcode题解，记录自己的leetcode解题之路。
zhengkaifu/Mallet
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.
zhengkaifu/numpy-ml
Machine learning, in numpy
zhengkaifu/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
zhengkaifu/project-based-learning
Curated list of project-based tutorials
zhengkaifu/Python
All Algorithms implemented in Python
zhengkaifu/python-recsys
A python library for implementing a recommender system
zhengkaifu/pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
zhengkaifu/pytorch-examples
Simple examples to introduce PyTorch
zhengkaifu/really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
zhengkaifu/SimpleKernel
Simple kernel for learning operating systems. 用于学习操作系统的简单内核
zhengkaifu/single_file_libs
List of single-file C/C++ libraries.
zhengkaifu/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
zhengkaifu/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
zhengkaifu/xlearn
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.