Stars
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
🎓 Sharing machine learning course / lecture notes.
Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality of your data.
Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced research…
A debugging and profiling tool that can trace and visualize python code execution
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.
Quote extraction for modular journalism (JournalismAI collab 2021)
Efficient Python Tricks and Tools for Data Scientists
An open access book on scientific visualization using python and matplotlib
📺 Discover the latest machine learning / AI courses on YouTube.
Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.
Data Programming by Demonstration (DPBD) for Document Classification
🏅 Collection of Kaggle Solutions and Ideas 🏅
An Open-Source Framework for Prompt-Learning.
Simple, Pythonic remote execution and deployment.
Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.
minimizer-space de Bruijn graphs (mdBG) for whole genome assembly
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
A python library for decision tree visualization and model interpretation.
An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.