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🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
scikit-learn: machine learning in Python
The simplest, fastest repository for training/finetuning medium-sized GPTs.
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Deep universal probabilistic programming with Python and PyTorch
A Python implementation of global optimization with gaussian processes.
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
A system for quickly generating training data with weak supervision
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Image augmentation library in Python for machine learning.
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…
Hidden Markov Models in Python, with scikit-learn like API
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
A library of sklearn compatible categorical variable encoders
The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.
A package for the sparse identification of nonlinear dynamical systems from data
Research Framework for easy and efficient training of GANs based on Pytorch
Machine Learning algorithm implementations from scratch.
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
A powerful financial data module used for pulling data from Yahoo Finance. This module can pull fundamental and technical data for stocks, indexes, currencies, cryptos, ETFs, Mutual Funds, U.S. Tre…
Manipulate JSON-like data with NumPy-like idioms.