Repository Index

Breaking captchas using torch

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

• tensorflow-2
• tensorflow-lite
• on-device-ml
• model-quantization

🏃 The go-to single-cell Foundation Model

• batch-correction
• cell-biology
• celltype-annotation
• denoising

Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

• disentanglement
• drug-discovery
• genomics
• perturbation

⬛ Python Individual Conditional Expectation Plot Toolbox

• machine-learning
• interpretability

Optimising chemical reactions using machine learning

• chemistry
• machine-learning
• optimization
• bayesian-optimization

A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design

• protein
• protein-sequences
• protein-design
• representation-learning

A TensorFlow implementation of the Mnemonic Descent Method.

• tensorflow
• menpo
• face
• face-alignment

How to create a Cartoonizer Android app with TensorFlow Lite models.

• tensorflow-lite
• tflite
• computer-vision
• gans

Integrated pipeline for multiplexed image analysis

• multiplexed-imaging
• python

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999

tutorials made for biologists to learn deep learning

• biologists
• keras
• deeplearning
• deep-learning

Cyber Defence Monitoring Course Suite :: Suricata, Arkime (and others in the past)

• moloch
• suricata
• monitoring
• nsm

daru-view is for easy and interactive plotting in web application & IRuby notebook. daru-view is a plugin gem to the existing daru gem.

• daru
• daru-view
• data-visualization
• plot-library

Detecting cancers on mobile phones

Docker container for Kafka - Spark Streaming - Cassandra

Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.

• big-data
• bigdata
• spark
• spark-sql

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

How to create Selfie2Anime from tflite model to Android.

• tensorflow-lite
• selfie2anime
• gans
• android

AuShadha (औषध): Means medicine in Sanskrit. This is a Electronic Medical Records (EMR) and Public Health Management for small clinics written in Django and Dojo

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

Various Jupyter notebooks about Common Crawl data

• jupyter-notebook
• common-crawl
• aws-athena
• webarchiving

Research experiments exploring uncommon quant techniques.

• analysis
• jupyter-notebook
• python
• quant