09 December 2018 A Python Toolkit for Scalable Outlier Detection PyOD is a comprehensive and scalable Python toolkit for detecting outlying objects in multivariate data.
09 December 2018 Learning to synthesize 3D textured objects with GANs We present Visual Object Networks (VON), an end-to-end adversarial learning framework that jointly models 3D shapes and 2D images.
09 December 2018 GPU- and TPU-backed NumPy with differentiation and JIT compilation JAX is Autograd and XLA, brought together for high-performance machine learning research.
29 November 2018 Pytorch-based tools for visualizing and understanding the neurons of a GAN Pytorch-based tools for visualizing and understanding the neurons of a GAN
29 November 2018 Parallel Faster R-CNN implementation with MXNet Parallel Faster R-CNN implementation with MXNet.
26 November 2018 A fully automated framework for object detection featuring This is a fully automated framework for object detection featuring
26 November 2018 DeepLab v3+ model in PyTorch Support different backbones DeepLab v3+ model in PyTorch. Support different backbones.
25 November 2018 Python tools for processing 3D face Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.
25 November 2018 Face Alignment in Full Pose Range: A 3D Total Solution The pytorch improved re-implementation of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
18 November 2018 A real-time approach for mapping all human pixels of 2D RGB images to a 3D A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body.
18 November 2018 Speech Enhancement Generative Adversarial Network in PyTorch Speech Enhancement Generative Adversarial Network in PyTorch.
18 November 2018 A short guide on features of Python 3 with examples A short guide on features of Python 3 for data scientists.
14 November 2018 Mapping a variable-length sentence to a fixed-length vector using pretrained BERT model Using BERT model as a sentence encoding service, i.e. mapping a variable-length sentence to a fixed-length vector.
14 November 2018 Python Implementation of Feature Extraction with K-Nearest Neighbor Python implementation of feature extraction with KNN.
14 November 2018 Rocket League Distributed Deep Reinforcement Learning Bot Saltie is a deep reinforcement learning bot and framework. It learns how to play Rocket League by receiving rewards for certain actions.
14 November 2018 Pampy: The Pattern Matching for Python you always dreamed of Pampy is pretty small (150 lines), reasonably fast, and often makes your code more readable, and easier to reason about.
14 November 2018 Demonstration of training a small ResNet on CIFAR10 to 94% test accuracy in 79 seconds Demonstration of training a small ResNet on CIFAR10 to 94% test accuracy in 79 seconds.
14 November 2018 The Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm.
12 November 2018 Feature exploration for supervised learning Helps with feature understanding, identifying noisy features, feature debugging, leakage detection and model monitoring.
12 November 2018 Train a Neural Network to play Snake using a Genetic Algorithm Train a Neural Network to play Snake using a Genetic Algorithm.
12 November 2018 Pointer-generator reinforced seq2seq summarization in PyTorch Lightweight PyTorch implementation of a seq2seq text summarizer.
10 November 2018 A Python toolkit used to train reinforcement learning algorithms against arcade games The MAME RL Algorithm Training Toolkit.
10 November 2018 Compact Generalized Non-local Network (NIPS 2018) This is a PyTorch re-implementation for the paper Compact Generalized Non-local Network.
10 November 2018 An open source software library for numerical computation using data flow graphs An Open Source Machine Learning Framework for Everyone.
10 November 2018 DenseNet implementation in Keras DenseNet implementation of the paper Densely Connected Convolutional Networks in Keras