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pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

pyvmomi

VMware vSphere API Python Bindings

qa_nlp

quantum

Microsoft Quantum Development Kit Samples and Libraries

reading_list_nlp

Important papers on deep learning based NLP

referee

Open-source code for paper "On Structural Explanation of Bias in Graph Neural Networks".

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

representation-engineering

Representation Engineering: A Top-Down Approach to AI Transparency

resource-stream

CUDA related news and material links

responsible-ai-widgets

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

reusable_codes_java

ribs

Uber's cross-platform mobile architecture framework.

rletor

A PyTorch implementation of REINFORCE Learning To Rank on OSHUMED, MQ, etc. dataset. Basic idea also appears in SIGIR'17 Reinforcement Learning to Rank with Markov Decision Process

ro-census-summaries-by-zipcode

Census data summarized into tables where each row is a zip code; includes population, area, social, gender/age, racial, economic, rural/urban, and housing information

robust-local-lipschitz

A Closer Look at Accuracy vs. Robustness

rocerf_code

ROCERF Code base

rpn-calculator

Simple RPN Calculator for CLI.

saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

sentence-transformers

Sentence Embeddings with BERT & XLNet

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

shap

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

shopping-ecommerce-app-project

Online shopping App built on Android Studio and Firebase Real-time Database.

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

slidev

Presentation Slides for Developers (Beta)

slotgated-slu

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

speech_expl

Code to explain speech processing.

stocks

A free, lightweight, blazing-fast static page to get stock quotes using IEX Cloud

stocksharp

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins and options).

streamz

Real-time stream processing for python