smilebear-luo Goto Github PK

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, ... 🧠

comp136-21s-assignments

Public repo of assignments and course material for Statistical Pattern Recognition at Tufts in spring 2021.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

derivation-and-review-of-classical-ml-algorithm

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

hw-for-dl-andrew-ng

deep learning homework(coursera Andrew Ng)

jd-competition

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

kaggle_shaohong

This repository is used to record my code in Kaggle competitions.

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

ml-in-tufts

Some codes and notes I wrote in Tufts Machine learning courses. If you are taking the same courses in Tufts and meeting the same problems, please do not copy and paste my code!

ml_cia

公众号: 机器学习荐货情报局 所有代码

netease-cloud-music-recommendation-system

prml

PRML algorithms implemented in Python

reco-papers

Classic papers and resources on recommendation

rspapers

A Curated List of Must-read Papers on Recommender System.

smilebear-luo.github.io

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

study_tf2.0