vanchengkai Goto Github PK

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

leam

learningbycheating

Driving in CARLA using waypoint prediction and two-stage imitation learning

librec

LibRec: A Leading Java Library for Recommender Systems, see

lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning

关于机器学习的内容

moviegeek

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

multiple-topologies-prediction

my_bibliography_for_research_on_autonomous_driving

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

outfit1

推荐算法

paper_git

practicalai

📚A practical approach to learning machine learning.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

recommenders

Best Practices on Recommendation Systems

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

resonate

ReSonate: A framework for runtime risk assessment of autonomous cyber-physical systems

rspapers

Must-read papers on Recommender System.

seeking-micro-influencers-for-brand-promotion

spleeter

Deezer source separation library including pretrained models.

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

tech_aarticle

深度学习模型在各大公司实战落地细节解读：主要是通过阅读各种实战文章，梳理模型落地的工程细节，涉及到搜索/推荐/自然语言处理。

text_classification

all kinds of text classification models and more with deep learning

text_gcn.pytorch

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

tianchi_competition

vanchengkai.github.io

video2frame

Yet another easy-to-use tool to extract frames from video, for deep learning and computer vision.