CHI-MING-LEE

TabularDataProblem

Classification in TabularDataset

ironman2021_PyQt5_photoshop

m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

transtab

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

tabular-transfer-learning

A repo for transfer learning with deep tabular models

cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

DomainAdaptation

A model for Domain Adaptation, Alignment and Translation using multiple sources of data.

coral-pytorch

CORAL and CORN implementations for ordinal regression with deep neural networks.

esun_consumption_prediction_1st_place_solution

玉山人工智慧公開挑戰賽2021冬季賽 - 信用卡消費類別推薦 - 第一名方法(1st/859, solo)

tab-transformer-pytorch

Implementation of TabTransformer, attention network for tabular data, in Pytorch

bgnn

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

CLUENER2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

optuna-examples

Examples for https://github.com/optuna/optuna

autoxgb

XGBoost + Optuna

HEBO

Bayesian optimisation & Reinforcement Learning library developped by Huawei Noah's Ark Lab

smogn

Synthetic Minority Over-Sampling Technique for Regression

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

linear-tree

A python library to build Model Trees with Linear Models at the leaves.

blog

ipyplot

IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.

mrmr

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

crawler_shopee_public

蝦皮非同步爬蟲 + 競品賣家分析

apyori

A simple implementation of Apriori algorithm by Python.

emoji-cheat-sheet

A markdown version emoji cheat sheet

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

FinRL

FinRL: Financial Reinforcement Learning. 🔥