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
2,672 results
Implementation of the ScreenAI model from the paper: "A Vision-Language Model for UI and Infographics Understanding"
tensorflow学习笔记，来源于电子书：《Tensorflow实战Google深度学习框架》
Sequence to sequence learning using TensorFlow.
About JARVIS-Tools: an open-source software package for data-driven atomistic materials design. Publications: https://scholar.google.com/citations?user=3w6ej94AAAAJ https://www.youtube.com/@dr_k_choudhary
DECIMER Image Transformer is a deep-learning-based tool designed for automated recognition of chemical structure images. Leveraging transformer architectures, the model converts chemical images into SMILES strings, enabling the digitization of chemical data from scanned documents, literature, and patents.
CTR模型代码和学习笔记总结
TensorFlow implementation of original paper : https://github.com/hszhao/PSPNet
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
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
24,540 repositories in the index in total.
