emcf - Giters

Emmett McFarlane's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.0133011 1118 15869

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT54537 451 132

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Language:PythonMIT12015 143 1115

nerf

Code release for NeRF (Neural Radiance Fields)

Language:Jupyter NotebookMIT9847 142 194

models

A collection of pre-trained, state-of-the-art models in the ONNX format

Language:Jupyter NotebookApache-2.07795 188 391

Ultra-Light-Fast-Generic-Face-Detector-1MB

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

Language:PythonMIT7152 191 266

autograd

Efficiently computes derivatives of NumPy code.

Language:PythonMIT6960 213 401

OpenFace

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

Language:MATLABNOASSERTION6879 280 1016

matplotlib-cpp

Extremely simple yet powerful header-only C++ plotting library built on the popular matplotlib

Language:C++MIT4379 113 230

neural_prophet

NeuralProphet: A simple forecasting package

Language:PythonMIT3829 55 542

tslearn

The machine learning toolkit for time series analysis in Python

Language:PythonBSD-2-Clause2893 59 315

PySR

High-Performance Symbolic Regression in Python and Julia

Language:PythonApache-2.02327 29 232

flann

Fast Library for Approximate Nearest Neighbors

Language:C++NOASSERTION2230 79 364

pyts

A Python package for time series classification

Language:PythonBSD-3-Clause1759 25 81

machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

Language:PythonNOASSERTION1620 76 28

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

Language:PythonNOASSERTION1163 41 42