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Bennnun's starred repositories

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Language:Jupyter NotebookApache-2.027525 656 512

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Language:HTML8873 301 10

search_with_lepton

Building a quick conversation-based search demo with Lepton AI.

Language:TypeScriptApache-2.07639 52 63

CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

Language:PythonMIT7225 113 1001

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Language:PythonMIT5915 63 500

serve

Serve, optimize and scale PyTorch models in production

Language:JavaApache-2.04099 59 1616

SegLossOdyssey

A collection of loss functions for medical image segmentation

Language:PythonApache-2.03726 97 47

acme

A library of reinforcement learning components and agents

Language:PythonApache-2.03452 83 264

3DDFA_V2

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

Language:PythonMIT2848 70 152

pycls

Codebase for Image Classification Research, written in PyTorch.

Language:PythonMIT2129 62 81

garage

A toolkit for reproducible reinforcement learning research.

Language:PythonMIT1845 56 1011

SciMLBook

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

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pymarl

Python Multi-Agent Reinforcement Learning framework

Language:PythonApache-2.01800 29 130

hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

Language:PythonMIT1785 44 89

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

Language:PythonMIT1588 42 59

ObstructionRemoval

[CVPR 2020] Learning to See Through Obstructions

Language:Python1000 49 22

torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

Language:PythonNOASSERTION955 7 35

elastic

PyTorch elastic training

Language:PythonBSD-3-Clause727 37 62

pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

Language:PythonGPL-3.0483 14 45

TResNet

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

Language:PythonApache-2.0465 19 43

course-v4

Please use fastbook's /clean folder instead of this

446 34 9

torch-toolbox

🛠 Toolbox to extend PyTorch functionalities

Language:PythonBSD-3-Clause416 12 12

MCMOT

Real time one-stage multi-class & multi-object tracking based on anchor-free detection and ReID

Language:PythonMIT382 16 102

rising

Provides everything needed for high performance data loading and augmentation in pytorch.

Language:Jupyter NotebookMIT314 11 53

fastsetup

Setup all the things

Language:ShellApache-2.0220 3 16

torchcubicspline

Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

Language:PythonApache-2.0209 3 13

examples

Lepton Examples

Language:Jupyter NotebookApache-2.0140 10 4

deeplearning-models

A collection of various deep learning architectures, models, and tips

Language:Jupyter NotebookMIT63 90

difftorch

A differentiation API for PyTorch

Language:PythonBSD-2-Clause29 30

masks4all

Make your own mask. My mask protects you. Your mask protects me.

Language:Jupyter NotebookApache-2.026 2 32