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A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, color transfer, and gradient flow.

Python 37 8 Updated Feb 14, 2023

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Jupyter Notebook 2,846 505 Updated Dec 9, 2024

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Python 36,274 2,732 Updated Feb 21, 2025

Official Matplotlib cheat sheets

Python 7,399 899 Updated Dec 11, 2024

PyTorch implementations of Generative Adversarial Networks.

Python 16,750 4,105 Updated Jun 18, 2024

A list of papers and datasets about point cloud analysis (processing)

4,102 945 Updated May 19, 2023

A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"

Python 60 15 Updated Jul 10, 2024

A collection of AWESOME things about domian adaptation

5,195 879 Updated Oct 14, 2024

A library for ML benchmarking. It's powerful.

Jupyter Notebook 433 43 Updated Jan 10, 2024

Experiments for understanding disentanglement in VAE latent representations

Python 805 145 Updated Feb 2, 2023

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Jupyter Notebook 10,645 1,383 Updated Nov 4, 2024

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

Jupyter Notebook 16,888 4,027 Updated Feb 8, 2024

Lime: Explaining the predictions of any machine learning classifier

JavaScript 11,765 1,824 Updated Jul 25, 2024

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Python 5,527 940 Updated Feb 3, 2025

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Jupyter Notebook 3,433 360 Updated Aug 30, 2023

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Python 4,280 384 Updated Nov 26, 2024

Neural network visualization toolkit for keras

Python 2,987 658 Updated Feb 7, 2022

Awesome Knowledge Distillation

3,567 503 Updated Feb 15, 2025

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on d…

Python 1,318 296 Updated Jun 17, 2024

Pyramid Scene Parsing Network, CVPR2017.

C++ 1,607 546 Updated Apr 15, 2022

Retina blood vessel segmentation with a convolutional neural network

Python 1,298 468 Updated Sep 8, 2022

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…

C++ 8,523 1,927 Updated Oct 17, 2024

Real time deformable face tracking in C++ with OpenCV 3.

C++ 1,009 357 Updated Jul 24, 2020

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

Python 3,633 1,350 Updated Jul 4, 2024

Neural networks training pipeline based on PyTorch

Python 311 24 Updated Jun 1, 2020

Image augmentation library in Python for machine learning.

Python 5,096 867 Updated Mar 21, 2024

Entity linking framework

Jupyter Notebook 181 36 Updated Mar 7, 2018

Source code for the EMNLP'17 paper "Deep Joint Entity Disambiguation with Local Neural Attention", https://arxiv.org/abs/1704.04920

Lua 225 50 Updated Jan 12, 2018

Data Augmentation For Object Detection

Jupyter Notebook 1,139 317 Updated Apr 14, 2020
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