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Microsoft AI
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
allRank is a framework for training learning-to-rank neural models based on PyTorch.
Low-variance, unbiased, theoretically grounded and computationally efficient gradient for binary latent variable models, based on variable augmentation and antithetic sampling. ICLR 2019
Backpropagation through categorical random variables with low-variance and unbiased gradient. Application in variational auto-encoder and reinforcement learning. ICML 2019
A curated list of awesome self-supervised methods
Methods to get the probability of a changepoint in a time series.
TensorFlow code and pre-trained models for BERT
Mapping a variable-length sentence to a fixed-length vector using BERT model
BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
A minimal implementation of a VAE with BinConcrete (relaxed Bernoulli) latent distribution in TensorFlow.
Notes on Scientific Computing for Biomechanics and Motor Control
Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data
Tutorial on change detection in time series data
Tensorflow implementation of Amazon DeepAR
A collection of various deep learning architectures, models, and tips
An implementation of DIP-VAE from the paper "Variational Inference of Disentangled Latent Concepts from Unlabelled Observations" by Kumar et al. (Published at ICLR 2018) https://arxiv.org/abs/1711.00848
Covariate-Dependent Negative Binomial Factor Analysis
Client/Server framework for encrypted machine learning using homomorphic encryption
PyTorch GPU implementation of the ES-RNN model for time series forecasting
Time Series Forecasting Best Practices & Examples
Simple transformer implementation from scratch in pytorch.
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.