Write Better Python Code
This repository contains the code examples used in my Write Better Python Code series published on YouTube:
https://www.youtube.com/playlist?list=PLC0nd42SBTaNuP4iB4L6SJlMaHE71FG6N
Code examples for my Write Better Python Code series on YouTube.
Overview
In this workshop we will be exploring NLP state of the art transformers, with SOTA models like T5 and BERT, then build a model using HugginFace transformers framework.
Transformers are all you need In this workshop we will be exploring NLP state of the art transformers, with SOTA models like T5 and BERT, then build a
8 Apr 13, 2022
jiant is an NLP toolkit
π¨ Update π¨ : As of 2021/10/17, the jiant project is no longer being actively maintained. This means there will be no plans to add new models, tasks,
1.5k Dec 28, 2022
Multilingual text (NLP) processing toolkit
polyglot Polyglot is a natural language pipeline that supports massive multilingual applications. Free software: GPLv3 license Documentation: http://p
2.1k Jan 07, 2023
Utilize Korean BERT model in sentence-transformers library
ko-sentence-transformers μ΄ νλ‘μ νΈλ KoBERT λͺ¨λΈμ sentence-transformers μμ λ³΄λ€ μ½κ² μ¬μ©νκΈ° μν΄ λ§λ€μ΄μ‘μ΅λλ€. Ko-Sentence-BERT-SKTBERT νλ‘μ νΈμμλ KoBERT λͺ¨λΈμ sentence-trans
40 Dec 20, 2022
An evaluation toolkit for voice conversion models.
Voice-conversion-evaluation An evaluation toolkit for voice conversion models. Sample test pair Generate the metadata for evaluating models. The direc
30 Aug 29, 2022
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and GPT-NEO (2.7 B) on a single 16 GB VRAM V100 Google Cloud instance with Huggingface Transformers using DeepSpeed
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and GPT-NEO (2.7 Billion Parameters) on a single 16 GB VRAM V100 Google Cloud instance with Huggingfa
289 Jan 06, 2023
Coreference resolution for English, German and Polish, optimised for limited training data and easily extensible for further languages
Coreferee Author: Richard Paul Hudson, msg systems ag 1. Introduction 1.1 The basic idea 1.2 Getting started 1.2.1 English 1.2.2 German 1.2.3 Polish 1
169 Dec 21, 2022
:mag: Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace's Modelhub...
Haystack is an end-to-end framework that enables you to build powerful and production-ready pipelines for different search use cases. Whether you want
6.4k Jan 09, 2023
Outreachy TFX custom component project
Schema Curation Custom Component Outreachy TFX custom component project This repo contains the code for Schema Curation Custom Component made as a par
5 Jul 16, 2021
Transformers and related deep network architectures are summarized and implemented here.
Transformers: from NLP to CV This is a practical introduction to Transformers from Natural Language Processing (NLP) to Computer Vision (CV) Introduct
138 Dec 27, 2022
It analyze the sentiment of the user, whether it is postive or negative.
Sentiment-Analyzer-Tool It analyze the sentiment of the user, whether it is postive or negative. It uses streamlit library for creating this sentiment
18 Dec 17, 2022
[ICLR 2021 Spotlight] Pytorch implementation for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
RIDE: Long-tailed Recognition by Routing Diverse Distribution-Aware Experts. by Xudong Wang, Long Lian, Zhongqi Miao, Ziwei Liu and Stella X. Yu at UC
205 Dec 16, 2022
Sequence Modeling with Structured State Spaces
Structured State Spaces for Sequence Modeling This repository provides implementations and experiments for the following papers. S4 Efficiently Modeli
902 Jan 06, 2023
Ecco is a python library for exploring and explaining Natural Language Processing models using interactive visualizations.
Visualize, analyze, and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BER
1.6k Dec 25, 2022
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers
105 Jan 08, 2022
Collection of useful (to me) python scripts for interacting with napari
Napari scripts A collection of napari related tools in various state of disrepair/functionality. Browse_LIF_widget.py This module can be imported, for
5 Aug 15, 2022
State of the Art Natural Language Processing
Spark NLP: State of the Art Natural Language Processing Spark NLP is a Natural Language Processing library built on top of Apache Spark ML. It provide
3k Jan 05, 2023
The repository for the paper: Multilingual Translation via Grafting Pre-trained Language Models
Graformer The repository for the paper: Multilingual Translation via Grafting Pre-trained Language Models Graformer (also named BridgeTransformer in t
22 Dec 14, 2022
A python package to fine-tune transformer-based models for named entity recognition (NER).
nerblackbox A python package to fine-tune transformer-based language models for named entity recognition (NER). Resources Source Code: https://github.
13 Jul 30, 2022
Code for EMNLP'21 paper "Types of Out-of-Distribution Texts and How to Detect Them"
Code for EMNLP'21 paper "Types of Out-of-Distribution Texts and How to Detect Them"
19 Oct 28, 2022