Tuan Nguyen (TuanNguyen27)

TuanNguyen27

Geek Repo

Company:Salesforce Einstein

Location:San Francisco, CA

Twitter:@tnguyen277

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Tuan Nguyen's repositories

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

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applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

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numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/CPU.

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TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand tuning

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variational-continual-learning

Implementation of the variational continual learning method

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causalml

Uplift modeling and causal inference with machine learning algorithms

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d2l-en

An interactive deep learning book with code, math, and discussions, based on the NumPy interface.

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edward2

A lightweight probabilistic programming language in NumPy or TensorFlow.

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gpt-2-Pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

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haiku

JAX-based neural network library

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hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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jaxnet

Alternative to TensorFlow2/Keras/PyTorch for more concise, robust and optimized deep learning code

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lucid

A collection of infrastructure and tools for research in neural network interpretability.

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mcx

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

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ML_prep

Machine Learning interview prep guide

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neural-tangents

Easy and Fast Infinite Neural Networks in Python

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probability

Probabilistic reasoning and statistical analysis in TensorFlow

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pymc4

A high-level probabilistic programming interface for TensorFlow Probability

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pyro

Deep universal probabilistic programming with Python and PyTorch

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PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

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pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

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symbolic-pymc

Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

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VQ-VAE

Minimalist implementation of VQ-VAE in Pytorch

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xla

Enabling PyTorch on Google TPU

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