leengsmile

alphaFM

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

annotated-transformer

An annotated implementation of the Transformer paper.

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, ... 🧠

autograd

ESIM

Implementation of the ESIM model for natural language inference with PyTorch

fastText

Library for fast text representation and classification.

hands-on-machine-learning-with-programming

leengsmile.github.io

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

node2vec

leengsmile/alphaFM

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

leengsmile/annotated-transformer

An annotated implementation of the Transformer paper.

leengsmile/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, ... 🧠

leengsmile/autograd

leengsmile/ESIM

Implementation of the ESIM model for natural language inference with PyTorch

leengsmile/fastText

Library for fast text representation and classification.

leengsmile/hands-on-machine-learning-with-programming

leengsmile/leengsmile.github.io

leengsmile/LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

leengsmile/node2vec

leengsmile/openmp-tutorial

leengsmile/pyprobml

Python code for "Machine learning: a probabilistic perspective"

leengsmile/pytorch-xtend

leengsmile/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

leengsmile/tinynet

leengsmile/go-common

哔哩哔哩 bilibili 网站后台工程 源码

leengsmile/word2vec

Automatically exported from code.google.com/p/word2vec

leengsmile/word2vec_commented

Commented (but unaltered) version of original word2vec C implementation.