ningyuwhut

AI_competitions

AI比赛相关

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

cn

coding_interviews

crawler

cs20si

cs224n

cs231n

assignment for cs231n

cs234

data-science-blogs

A curated list of data science blogs

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.

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

dotfiles

vim config files

dqn-tensorflow-annotated

efficient-decision-tree-notes

高效决策树算法系列笔记

kaggle_practise

machine_learning_practice

MutiTaskLearn

myGPTReader

myGPTReader is a bot on Slack that can read and summarize any webpage, documents including ebooks, or even videos from YouTube. It can communicate with you through voice.

ningyuwhut.github.io

paper-reading

深度学习经典、新论文逐段精读

PyConvNet

Convolutional Neural Network for python users

RankLib

A Learning to Rank Library

RNN

tutorial of rnn network

simhash

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

tutorial