zoubohao Goto Github PK

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

deepmetabin

Binner

deepurify

Deepurify is a tool to filter the contaminated contigs in a MAG with a language model.

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 .

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.

emotion-classification

All steps are in this project.

encoder-decoder-cnn-for-unsupervied-fish-image

image-classification

Image Classification test

java-web-crawler

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

objection-detection-using-maskrcnn-and-fasterrcnn

This is an objection detection project. I have builded the MaskRCNN and FasterRCNN by using pytorch.

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.

resnext_fpn

Use the frame of ResNeXt-50 and FPN model to do classification.

rna-relation-extract

simm-competition

Kaggle Competition

snp-or-snv-detect-workflow

This record the WES work flow and how to use the corresponding packages.

tacogpt

TaCoGPT is a large language model employed for the taxonomic classification of microbial sequences.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

uc_davis_sta_cs_coureses

All Courese code

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 !

use-machine-learning-algorithm-to-surmount-drawbacks-of-statistical

various-nlp-models

yolo-v1-pytorch

Use YOLO V1 to detect pedestrian.