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JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
🔊 Text-Prompted Generative Audio Model
A linter to prevent exception handling antipatterns in Python (limited only for those who like dinosaurs).
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
cookiecutter templates for aws-lambda-powertools
Curated list of project-based tutorials
Master programming by recreating your favorite technologies from scratch.
Imaging, analysis, and simulation software for radio interferometry
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Modification of fast.ai deep learning course notebooks for usage with Keras 2 and Python 3.
this repository accompanies the book "Grokking Deep Learning"
PyTorch Tutorial for Deep Learning Researchers
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Reading Wikipedia to Answer Open-Domain Questions
A searchable compilation of Kaggle past solutions
LSTM and QRNN Language Model Toolkit for PyTorch
Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph
Kaggle Criteo https://www.kaggle.com/c/criteo-display-ad-challenge
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Deliverable: This Jupyter notebook will help aspiring data scientists learn and practice the necessary python code needed for many data science projects.
Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.
Image augmentation library in Python for machine learning.