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🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
Implementation of ETSformer, state of the art time-series Transformer, in Pytorch
A community-maintained Python framework for creating mathematical animations.
Rich is a Python library for rich text and beautiful formatting in the terminal.
Capturing Set-Theoretic Semantics of Words using Box Embeddings
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models
Efficient few-shot learning with Sentence Transformers
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
Code for "Unsupervised Hyperbolic Metric Learning" in CVPR 2021.
JGLUE: Japanese General Language Understanding Evaluation
An annotated implementation of the Transformer paper.
A high-performance topological machine learning toolbox in Python
An Open-Source Framework for Prompt-Learning.
Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"
📘 Automatic documentation from sources, for MkDocs.
A PyTorch-based model pruning toolkit for pre-trained language models
🍣 A lightweight console printing and formatting toolkit
A list of recent papers about Graph Neural Network methods applied in NLP areas.
[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
Dataset and starting code for visual entailment dataset
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
Library for Knowledge Intensive Language Tasks
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).