kangking2019's repositories
ATM
Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).
auto-sklearn
Automated Machine Learning with scikit-learn
auto_ml
[UNMAINTAINED] Automated machine learning for analytics & production
categorical-encoding
A library of sklearn compatible categorical variable encoders
fairing
Python SDK for building, training, and deploying ML models
featuretools
An open source python framework for automated feature engineering
gluon-ts
GluonTS - Probabilistic Time Series Modeling in Python
gpt-2-simple
Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts
h2o-3
Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
interpretable-ml-book
Book about interpretable machine learning
keras
Deep Learning for humans
knowyourdata
A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues.
Machine-Learning
The Road Of Machine Learning
orange2
DEPRECATED: Orange 2 (Python 2) data mining suite. NEW: https://github.com/biolab/orange3
rainbow-is-all-you-need
Rainbow is all you need! Step-by-step tutorials from DQN to Rainbow
tensorflow2-zh
TensorFlow2.0 官方教程翻译，基本概念讲解、实战项目、TensorFlow2.0编程技巧。
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
tsfresh
Automatic extraction of relevant features from time series: