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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
The Web framework for perfectionists with deadlines.
The Python micro framework for building web applications.
scikit-learn: machine learning in Python
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
🎨 Diagram as Code for prototyping cloud system architectures
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
The fundamental package for scientific computing with Python.
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Data Apps & Dashboards for Python. No JavaScript Required.
Best Practices on Recommendation Systems
Open source platform for the machine learning lifecycle
The interactive graphing library for Python ✨ This project now includes Plotly Express!
Datasets, Transforms and Models specific to Computer Vision
Convert Machine Learning Code Between Frameworks
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
