DongliXu's Projects
homework of implements of basic deep learning algorithms without any ML library
CAMISIM: Simulating metagenomes and microbial communities
Multi-language Char RNN for TensorFlow >= 1.2.
Implements of community detection algorithms
Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
FCOS: Fully Convolutional One-Stage Object Detection
A complete process for training ImageNet
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
A modern PyTorch implementation of SRGAN
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
A PyTorch Implementation of Single Shot MultiBox Detector
An easy implement of VGG19 with tensorflow, which has a detailed explanation.
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