Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Core deep-learning frameworks and libraries for pretraining and distributed training.
Signals: deep-learning, neural-network, pytorch, tensorflow, jax, distributed-training, training, deepspeed
2,686 results
Some deep learning based recsys for open learning.
Visualize Tensorflow's optimizers.
Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
SqueezeNet implementation with Keras Framework
a toolkit for pose estimation using deep learning
FlowNet3D: Learning Scene Flow in 3D Point Clouds (CVPR 2019)
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
Implementation of Meta-RL A3C algorithm
Sentence paraphrase generation at the sentence level
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
speech emotion recognition using a convolutional recurrent networks based on IEMOCAP
Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
A Tensorflow implementation of FPN detection framework.
Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)
Deep Reinforcement Learning Framework + Algorithms
Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training
通用深度学习推理工具，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。
FedScale is a scalable and extensible open-source federated learning (FL) platform.
R2CNN: Rotational Region CNN Based on FPN (Tensorflow)
🤖 Deep Reinforcement Learning Chatbot
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
Char-RNN implemented using TensorFlow.
24,523 repositories in the index in total.
