Stars
A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, color transfer, and gradient flow.
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
PyTorch implementations of Generative Adversarial Networks.
A list of papers and datasets about point cloud analysis (processing)
A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"
A collection of AWESOME things about domian adaptation
A library for ML benchmarking. It's powerful.
Experiments for understanding disentanglement in VAE latent representations
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
A collection of various deep learning architectures, models, and tips
Lime: Explaining the predictions of any machine learning classifier
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Neural network visualization toolkit for keras
Awesome Knowledge Distillation
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…
Retina blood vessel segmentation with a convolutional neural network
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…
Real time deformable face tracking in C++ with OpenCV 3.
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
Neural networks training pipeline based on PyTorch
Image augmentation library in Python for machine learning.
Source code for the EMNLP'17 paper "Deep Joint Entity Disambiguation with Local Neural Attention", https://arxiv.org/abs/1704.04920
Data Augmentation For Object Detection