Peng Ye's starred repositories

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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models

Models and examples built with TensorFlow

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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superset

Apache Superset is a Data Visualization and Data Exploration Platform

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spark

Apache Spark - A unified analytics engine for large-scale data processing

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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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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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

lime

Lime: Explaining the predictions of any machine learning classifier

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nn-zero-to-hero

Neural Networks: Zero to Hero

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convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

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52-technologies-in-2016

Let's learn a new technology every week. A new technology blog every Sunday in 2016.

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ccv

C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

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boto

For the latest version of boto, see https://github.com/boto/boto3 -- Python interface to Amazon Web Services

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aerosolve

A machine learning package built for humans.

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libsvm

LIBSVM -- A Library for Support Vector Machines

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pipeline

PipelineAI

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caffe-tensorflow

Caffe models in TensorFlow

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code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

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AndroidPhotoFilters

AndroidPhotoFilters aims to provide fast, powerful and flexible image processing instrument for creating awesome effects on any image media.

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machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

PCV

Open source Python module for computer vision

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libfm

Library for factorization machines

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ecosystem

Integration of TensorFlow with other open-source frameworks

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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

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minerva

Minerva: a fast and flexible tool for deep learning on multi-GPU. It provides ndarray programming interface, just like Numpy. Python bindings and C++ bindings are both available. The resulting code can be run on CPU or GPU. Multi-GPU support is very easy.

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pydlm

A python library for Bayesian time series modeling

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morb

Modular Restricted Boltzmann Machine (RBM) implementation using Theano

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yuv-tools

Tools for working with YCbCr files. Format conversion, diffs, splitter, re/sub-sampling, etc

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