Walter Ngaw (wngaw)

wngaw

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Location:Singapore

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Walter Ngaw's starred repositories

scikit-llm

Seamlessly integrate LLMs into scikit-learn.

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MogFace

An official code for MogFace

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BlockSci

A high-performance tool for blockchain science and exploration

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Archery

SQL 审核查询平台

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orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

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WalletWasabi

Open-source, non-custodial, privacy preserving Bitcoin wallet for Windows, Linux, and Mac.

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autoxgb

XGBoost + Optuna

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keras

Deep Learning for humans

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cardano-node

The core component that is used to participate in a Cardano decentralised blockchain.

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polkadot

Polkadot Node Implementation

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chaosmonkey

Chaos Monkey is a resiliency tool that helps applications tolerate random instance failures.

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h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

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spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

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bitcoin

Bitcoin Core integration/staging tree

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PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

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mustache.github.com

The {{official}} website

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hello-ltr

Set of Jupyter notebooks demonstrating Learning to Rank integrated with Solr and Elasticsearch

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prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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ranklib

A library of learning to rank algorithms

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smogn

Synthetic Minority Over-Sampling Technique for Regression

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category_encoders

A library of sklearn compatible categorical variable encoders

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dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

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just-pandas-things

An ongoing list of pandas quirks

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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data-science-interviews

Data science interview questions and answers

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spm1d

One-Dimensional Statistical Parametric Mapping in Python

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cli

GitHub’s official command line tool

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horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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