pervrosen

bert_experimental

code and supplementary materials for a series of Medium articles about the BERT model

blog

Public repo for HF blog posts

camel-kenlm

KenLM: Faster and Smaller Language Model Queries

CodeLM

A repo for code based language models

covidviz

Professional visualizations of COVID-19, emulating NYT, The Guardian, Washington Post, The Economist & others, using only Python & Altair.

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

Dictionaries

Hunspell UTF8 dictionaries. These work with Sublime Text. [Spell check]

End-to-end-E2E-Named-Entity-Recognition-from-English-Speech

examples

Examples to showcase the use of Kale in data science pipelines

FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

fastai-projects

Jupyter notebooks that use the Fastai library

fastPunct

Fast and accurate punctuation restoration on unsegmented text using sequence to sequence model consisting of bidirectional recurrent neural network model ( LSTM ) and attention mechanism.

hashcat

World's fastest and most advanced password recovery utility

haystack

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, HuggingFace’s Modelhub, and much more!

istio-tutorial

Istio Tutorial for https://dn.dev/master

keras-punctuator

Experimental project to punctuate text using a embedding layer, single convolutional layer and output softmax layer written in Keras.

Knowledge-Distillation-Toolkit

A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.

leech

Crawling capabilities for Apache Tika. Crawl content out of e.g. file systems, http(s) sources (webcrawling) imap(s) servers or your own arbitrary data sources. LeechCrawler offers additional Tika parsers providing these crawling capabilities.

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

punctuation-prediction

Support tools for punctuation and boundary detection for ASR output.

pytorch-qrnn

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

Resemblyzer

A python package to analyze and compare voices with deep learning

scalene

Scalene: a high-performance, high-precision CPU and memory profiler for Python

sentence-transformers

Sentence Embeddings with BERT & XLNet

solana-metamask-poc

Solana X Metamask Proof of Concept

swedish-bert-models

swedish-ner

Swedish NER using my self-trained model based on FLAIR. Published through Streamlit.io.

Text-classification-for-long-text

Text Classification using transformer based models

tinyloader

vault-helpers

A collection of scripts to configure Hashicorp Vault.