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May's Projects

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.

mm-public-scripts icon mm-public-scripts

Short scripts to demonstrate data available from MolecularMatch API (api key needed). Data includes clinical trials, drugs, publications, molecular information, bioinformatics, report generation and more.

mondo icon mondo

Pipeline for building mondo

multi_padlock_design icon multi_padlock_design

Padlock design pipeline for multiplexed assay with multiple probes per target in cDNA-based expression profiling

mydna icon mydna

My own public DNA data and analysis

ncrf icon ncrf

癌症转移检测-切片图像分类Cancer metastasis detection with neural conditional random field (NCRF)

neural-net icon neural-net

Artificial neural network to predict transcription factor binding.

ngs-pipe icon ngs-pipe

NGS-pipe: next-generation sequencing pipelines for precision oncology

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

oligo-melting icon oligo-melting

Software to estimate oligonucleotide duplexes melting temperature. Includes cutting edge monovalent (e.g., Na+) and bivalent (Mg2+) ion correction, formamide (or general denaturant) correction, and melting curve estimation.

oligominer icon oligominer

Genome-scale design tool for oligo hybridization probes

open-semantic-etl icon open-semantic-etl

Python based Open Source ETL tools for file crawling, document processing (text extraction, OCR), content analysis (Entity Extraction & Named Entity Recognition) & data enrichment (annotation) pipelines & ingestor to Solr or Elastic search index & linked data graph database

pcgr icon pcgr

Personal Cancer Genome Reporter (PCGR)

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