Alexander Seifert's repositories
emojifinder
Semantic Search Service for Emojis
textshine-seq2seq
Textshine is a seq2seq model for grammatical error correction.
AIDungeon
Infinite adventures await!
angular-instantsearch
⚡️Lightning-fast search for Angular apps, by Algolia
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
Extracting URLs of a specific target based on the results of "commoncrawl.org"
classy
classy is a simple-to-use library for building high-performance Machine Learning models in NLP.
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
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
deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link
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
ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.
fastai
The fastai deep learning library, plus lessons and tutorials
fastcore
Python supercharged for the fastai library
fastT5
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
jupyterlab_code_formatter
A universal code formatter for JupyterLab.
million-post-corpus
Annotated data set consisting of user comments posted to a German-language newspaper website
pipedream
Connect APIs, remarkably fast. Free for developers.
pragmatic_segmenter
Pragmatic Segmenter is a rule-based sentence boundary detection gem that works out-of-the-box across many languages.
pyth
Python text markup and conversion
python-docx
Create and modify Word documents with Python
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
simple-dev-blog-zola-starter
A simple dev-blog theme for Zola.
simpletransformers
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
voila-homepage
A simple homepage for serving notebooks with voila.