plison

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

PlotNeuralNet

Latex code for making neural networks diagrams

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

memgraph

Open-source graph database, tuned for dynamic analytics environments. Easy to adopt, scale and own.

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

prompt2model

prompt2model - Generate Deployable Models from Natural Language Instructions

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

image-similarity-measures

:chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.

python-docx2txt

A pure python based utility to extract text and images from docx files.

entmax

The entmax mapping and its loss, a family of sparse softmax alternatives.

pysonDB

A Simple , ☁️ Lightweight , 💪 Efficent JSON based database for 🐍 Python. PysonDB-V2 has been released ⬇️

gradoop

Distributed Temporal Graph Analytics with Apache Flink

mage

MAGE - Memgraph Advanced Graph Extensions :crystal_ball:

gqlalchemy

GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.

deepproblog

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

scallop

Framework and Language for Neurosymbolic Programming. Join Our Discord: https://discord.gg/RavzdND229

transformer_rankers

A library to conduct ranking experiments with transformers.

NPM

The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)

BiSon

Code for bidirectional sequence generation (BiSon) for generating from BERT pre-trained models.

norec

Norwegian Review Corpus

text-anonymization-benchmark

Annotated corpus + evaluation metrics for text anonymisation

pymsm

ECHR-OD_process

Process to rebuild the European Court of Human Rights database and datasets from scratch

NeuralTextSanitizer

Neural models for detecting and masking personal information from texts

pepper-aruco-automapping

Explore and create a map of Pepper environment by searching for ArUco marker landmarks disseminated in the area on the floor