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Hello, friend 👋

My name’s Alexander Seifert, and I’m a product-minded NLP engineer with a background in computer science, linguistics, and philosophy. Check out my blog, where I write about Natural Language Processing and related areas.

I’m happy to hear from you, so if you want to reach out, please do so through any of the following channels:

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Alexander Seifert's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

cc.py icon cc.py

Extracting URLs of a specific target based on the results of "commoncrawl.org"

classy icon classy

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

datasets icon datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deeplearning.ai icon deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link

ecco icon 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).

errant icon errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

europarl-extractor icon europarl-extractor

Multi-lingual parallel corpus extractor of Europarl proceedings from xml format

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastcore icon fastcore

Python supercharged for the fastai library

fastt5 icon fastt5

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

flashtext icon flashtext

Extract Keywords from sentence or Replace keywords in sentences.

million-post-corpus icon million-post-corpus

Annotated data set consisting of user comments posted to a German-language newspaper website

pipedream icon pipedream

Connect APIs, remarkably fast. Free for developers.

pragmatic_segmenter icon pragmatic_segmenter

Pragmatic Segmenter is a rule-based sentence boundary detection gem that works out-of-the-box across many languages.

pyth icon pyth

Python text markup and conversion

setup icon setup

AWS EC2 setup files for Startup Engineering MOOC.

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