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100 days of algorithms
A collection of notes regarding various topics. (Bash, PyTorch, Spark, etc.)
Visualize 3DPeople Dataset
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
Implementing A/B Tests in Python
Collected opinions and advice for academic programs focused on data science skills.
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) that I have written in my website. Especially, Natural Language Processing, Statistical Machine Learning, and Deep Reinforcement Learning are main topics.
An optimizer that trains as fast as Adam and as good as SGD.
Slowing Down the Weight Norm Increase in Momentum-based Optimizers
AdamW optimizer for Keras
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader
Aiohttp Mega tutorial. We making full featured async python project with Aiohttp framework. Each release is new video on Youtube channel. Post your issues for new requests
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Apollocaffe - Dynamic networks with caffe -
Approximately normalized Fisher vectors
Kaggle | 1st place solution for Freesound Audio Tagging 2019
Kaggle | 50th place solution for Quick, Draw! Doodle Recognition Challenge
Kaggle | 14th place solution for TGS Salt Identification Challenge
A tool & library to detect open source licenses from texts
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
ATen: A TENsor library for C++11
A PyTorch implementation of the Transformer model in "Attention is All You Need".
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.