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Paper, code, data, and supplementary material for our paper "On the Softmax Bottleneck of Recurrent Language Models", which got accepted at the main track of AAAI 2021.

Accelerating CNN's convolution operation on GPUs by using memory-efficient data access patterns.

Multi-task learning of Abstractive Summarization with Entailment Generation implemented using PyTorch

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A web app for ranking computer science departments according to their research output in selective venues.

A list of tech employers located in Toronto or who hire remotely in Ontario

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🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Starter app to build with OpenAI ChatKit SDK

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Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

📢 Production-ready python event bus library with support for async and sync handlers, forwarding betwen busses w/ parent event tracking + loop prevention, FIFO and concurrency options, and WAL persistence. Powers the browser-use library.

The OpenTelemetry website and documentation

Contrib repository for the OpenTelemetry Collector

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The Rust OpenTelemetry implementation

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Community maintained modules for Testcontainers for Rust

Python Stream Processing

Scale down / "pause" Kubernetes workload (Deployments, StatefulSets, and/or HorizontalPodAutoscalers and CronJobs too !) during non-work hours.

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Rust Kubernetes client and controller runtime

Add hardship to your tests

Use Huggingface Transformer and Tokenizers as Tensorflow Reusable SavedModels

Common code for TFX

A Rust machine learning framework.

Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

A crate for uploading files to Google cloud storage, and for generating download urls.

Google Cloud Storage emulator & testing library.

Custom hooks for colorful human oriented error reports via panics and the eyre crate

Stackdriver-compatible tracing Subscriber

Zero-cost asynchronous programming in Rust

google-authz = tower-service + google authentication

📂 A small library with a limited set of Google Cloud Storage operations 🦀

A Rust crate that reads and writes tfrecord files

Web-Services Testing Made Simple

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A library for integration-testing against docker containers from within Rust.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

yottabytt's solutions to ruslings' exercises.

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Hugo site generator for https://yottabytt.com

A blazingly small and sane redis java client

An Open Source, Self-Hosted Platform For Applied Deep Learning Development

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).

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A new cd command that helps you navigate faster by learning your habits :zap:

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LSTM and QRNN Language Model Toolkit for PyTorch

Embedded Key Value Java Database

A Java event based WebSocket and HTTP server

Joda-Time is the widely used replacement for the Java date and time classes prior to Java SE 8.

The Official SendGrid Led, Community Driven Java API Library

Stanford CoreNLP: A Java suite of core NLP tools.

A flexible and scalable container based Selenium Grid with video recording, live preview, basic auth & dashboard.

Java monitoring for the command-line, profiler included

A barebones WebSocket client and server implementation written in 100% Java.

A scalable web crawler framework for Java.

MyBatis SQL mapper framework for Java

A flexible framework of neural networks for deep learning

TensorFlow code and pre-trained models for BERT

The fundamental package for scientific computing with Python.

Google core libraries for Java

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Google AI Research

Solving NLP problems with Vowpal Wabbit: Tutorial and more

semi supervised guided topic model with custom guidedLDA

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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Reinforcement learning for natural language processing reading group

Twitter NLP Tools

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.