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Stars
An opinionated list of Python frameworks, libraries, tools, and resources.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
scikit-learn: machine learning in Python
Rich is a Python library for rich text and beautiful formatting in the terminal.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Minimal examples of data structures and algorithms in Python
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Graph Neural Network Library for PyTorch
Code samples for my book "Neural Networks and Deep Learning"
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Automatic headphone equalization from frequency responses
A curated list of awesome mathematics resources
TensorFlow-based neural network library
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
Model parallel transformers in JAX and Haiku
Setup and customize deep learning environment in seconds.
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
A Python library for automating interaction with websites.