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AISO

Authors' implementation of the paper Adaptive Information Seeking for Open-Domain Question Answering, published in EMNLP 2021.

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.

duckdb

DuckDB is an in-process SQL OLAP Database Management System

cockroach

CockroachDB - the open source, cloud-native distributed SQL database.

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

netron

Visualizer for neural network, deep learning and machine learning models

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

BERTQPP

BERT-QPP: Contextualized Pre-trained transformers for Query Performance Prediction

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

2wikimultihop

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

Query-Performance-Prediction

Results of state-of-the-art pre-retrieval and post-retrieval QPP methods on TREC datasets

Compute-Canada-Guidelines

Guidelines on basic usage of Compute Canada's supercomputer resources

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

awesome-data-labeling

A curated list of awesome data labeling tools

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

DecompRC

An original implementation of ACL 2019, "Multi-hop Reading Comprehension through Question Decomposition and Rescoring"

coling2018-graph-neural-networks-question-answering

Accompanying code for our COLING 2018 paper "Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering"

HGN

learning_to_retrieve_reasoning_paths

The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

DPR

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.