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YI SHENG CHAN's starred repositories

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

Language:PythonNOASSERTION212941 60170

localstack

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

Language:PythonNOASSERTION53085 515 5477

git-flight-rules

Flight rules for git

CC-BY-SA-4.041686 655 73

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Language:PythonApache-2.035435 762 9297

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonApache-2.032144 474 18033

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++Apache-2.025824 912 5221

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT22174 240 2488

grpc-gateway

gRPC to JSON proxy generator following the gRPC HTTP spec

Language:GoBSD-3-Clause17759 283 1117

modin

Modin: Scale your Pandas workflows by changing a single line of code

Language:PythonApache-2.09623 113 4147

metaflow

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

Language:PythonApache-2.07839 289 638

moto

A library that allows you to easily mock out tests based on AWS infrastructure.

Language:PythonApache-2.07503 67 2796

lbry-sdk

The LBRY SDK for building decentralized, censorship resistant, monetized, digital content apps.

Language:PythonMIT7193 171 1807

pinot

Apache Pinot - A realtime distributed OLAP datastore

Language:JavaApache-2.05279 236 2643

dlrm

An implementation of a deep learning recommendation model (DLRM)

Language:PythonMIT3673 108 208

EPIJudge

EPI Judge - Preview Release

Language:C++NOASSERTION2782 171 130

t-digest

A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means

Language:JavaApache-2.01952 68 125

DeepRecommender

Deep learning for recommender systems

Language:PythonMIT1685 75 20

cuckoofilter

Cuckoo Filter: Practically Better Than Bloom

Language:GoMIT1091 22 26

bounter

Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.

Language:PythonMIT934 23 26

asynq

Python library for asynchronous programming

Language:PythonApache-2.0687 38 19

JableTVDownload

下載 jable好幫手

Language:PythonApache-2.0612 6 112

tdigest

t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark

Language:PythonMIT377 12 35

Scala-Algorithms

Scala translations of Robert Sedgewick's Java Algorthms

Language:Scala296 360

pfl-research

Simulation framework for accelerating research in Private Federated Learning

Language:Jupyter NotebookApache-2.0259 21 2

ecs-watchbot

Make robots do your work for you

Language:JavaScriptISC195 84 147

daphne

Implementation of DAP

Language:RustBSD-3-Clause118 17 113

ml-flair

A large labelled image dataset for benchmarking in federated learning

Language:Jupyter NotebookNOASSERTION86 9 2

Dynamic-DeepHit

Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data

Language:Python64 4 10

postgres_to_redshift

Copies postgres databases to redshift

Language:RubyMIT36 6 14

dap-interop-test-runner

Reference DAP interoperation test harness

Language:Python2 4 1