BohaoZou's repositories
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
Objection-Detection-using-MaskRCNN-and-FasterRCNN
This is an objection detection project. I have builded the MaskRCNN and FasterRCNN by using pytorch.
ResNeXt_FPN
Use the frame of ResNeXt-50 and FPN model to do classification.
Use-Diversity-Convolution-Blocks-To-Simulate-Transformer-Feature-Extraction
This net is created by myself , and named diversity convolution blocks to simulate transformer with FPN . This is an Test for one of unit of this net . It gets powerful result !
Alpha-Go-Zero-Simulate-Program
This is an AlphaGoZero simulate program , it runs slow and you can use Test.py to run the game of Go .
Bayes-Optimization
Bayes optimization on SVD decomposition
Deep-Learning-Knowledge-Files
This is my knowledge that i have learned before . Upload to this repository to prevent forget .
DeepClustering
Methods and Implements of Deep Clustering
DeepVariant-WorkFlow-With-Java
The function of this code is to do deepvariant with multi BAM files . The function of DeepVariant is to do WES flow to detect the SNP or SNV in the file of fastq.The deepvariant packages are developed by Google team .
TaCoGPT
TaCoGPT is a large language model employed for the taxonomic classification of microbial sequences.
DeepMetaBin
Binner
Emotion-Classification
All steps are in this project.
Image-Classification
Image Classification test
kraken2
The second version of the Kraken taxonomic sequence classification system
LeetCodes
LeetCodes Questions
MLP_Build_From_Numpy
This is a mini project of COMP 7015. It build two MLP from Numpy. In my consideration, it is very funny and worth to record.
MOSS
An open-source tool-augmented conversational language model from Fudan University
pyllama
LLaMA: Open and Efficient Foundation Language Models
Relation-Extraction-NLP
It has all procedures in NLP relation extraction. Containing preprocessing, word embedding and model training.
SIMM-Competition
Kaggle Competition
SNP-or-SNV-Detect-WorkFlow
This record the WES work flow and how to use the corresponding packages.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
UC_Davis_STA_CS_Coureses
All Courese code
YOLO-V1-Pytorch
Use YOLO V1 to detect pedestrian.