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100days

100 days of algorithms

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

attention-search

A minimal vector search implementation leveraging Scaled Dot-Product Attention

audio-repair

Nearest Neighbor Imputation to Repair Damaged Audio

auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

bpe-summarizer

Auto summarization from BPE tokenization

cen

Contextual Explanation Networks (CEN).

channels-api

RESTful Websocket APIs with Django Rest Framework and Channels

code-corps-api

Elixir/Phoenix API for Code Corps.

code-heads

An educational partnership between Engineers and Students

dasht-app

Dasht App is a dashboard (home screen) for Chromecast and devices like it.

decks

Open sourcing some presentations

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reading

details to come

deepspeech-stt

A slim Python client for Mozilla's DeepSpeech STT

denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

dermatologist-ai

diversity-inclusion-metrics-subset-selection

A python implementation of Diversity and Inclusion Metrics in Subset Selection (Mitchell et al., 2020)

django-rest-framework-hmac

HMAC Authentication for the django-rest-framework

edu

ember-animated-status-label

ember-bulma

Ember Bulma is a collection of Ember components and services for Bulma, a modern CSS framework by Jeremy T

ember-cli-eg-code-highlight

A quick and easy to use code highlighting component for Ember using highlight.js.

ember-cli-rails-heroku-example

Demonstrates what's possible with `ember-cli-rails` on Heroku

ember-cli-transformicons

Transformicons for Ember CLI

ember-collapsible-panel

An unopinionated, zero-dependency panel and accordion

ember-deferred-content