Repository Index

Official repo for CellPLM: Pre-training of Cell Language Model Beyond Single Cells.

PRnet is a flexible and scalable perturbation-conditioned generative model predicting transcriptional responses to unseen complex perturbations at bulk and single-cell levels.

BulkFormer: A large-scale foundation model for human bulk transcriptomes

How to create Selfie2Anime from tflite model to Android.

• tensorflow-lite
• selfie2anime
• gans
• android

Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.

• data-science
• deep-learning
• finance
• financial-data

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

• epigenomics
• pattern-search
• data-visualization
• interactive-machine-learning

Repository for paper scMulan: a multitask generative pre-trained language model for single-cell analysis.

• foundation-models
• gpt
• single-cell

Jupyterlab extension to show notebook cell completion notifications

• jupyter
• jupyterlab
• browser-notifications
• jupyterlab-extension

Open Matrix (OMX)

• omx
• matrix-data
• open-data
• travel-modeling

Deep learning model for single-cell inference of multi-omic profiles from a single input modality.

• single-cell
• scrna-seq
• scatac-seq
• deep-neural-networks

Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

• ios
• coreml
• coreml-framework
• swift

💸 Papers and Code Implements for Quantitative-Trading

This is the github repository for converting craft pretrained model to tflite version

CancerFoundation: A single-cell RNA sequencing foundation model to decipher drug resistance in cancer

• cancer
• foundation-model
• single-cell

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

• asl
• keras
• tensroflow
• tflite

A multi-language tokenizer for extracting identifiers from source code.

A GTFS-based data transit network data standard suitable for dynamic transit modeling.

A coding exercise: let's convert dirty machine learning code into clean code using a Pipeline - which is the Pipe and Filter Design Pattern applied to Machine Learning.

Collection of ASR models for English TFLite models for faster inference.

Investigating multilingual language models (BERT) by using them for NER in German and English

An Icon classifier made with TFLite Model Maker and deployed to Android with ML Model Binding.

• tensorflow-lite
• tflite
• computer-vision
• deep-learning