Repository Index

Fusing Histology and Genomics via Deep Learning - IEEE TMI

• pathomic
• fusion
• multimodal
• pathology

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.

Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell

• histology
• wsi-images
• pan-cancer-analysis
• genomics

Urban Informatics and Visualization (UC Berkeley CP255)

This trading-gym is the first trading for agent to train with episode of short term trading itself.

This is the code for "Bitcoin Prediction" by Siraj Raval on Youtube

This repository is a collection of TTS Models in TFLite

scPerturb: A resource and a python/R tool for single-cell perturbation data

• cite-seq
• database
• perturbation
• scatac-seq

Repository for Nicheformer: a foundation model for single-cell and spatial omics

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

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

• source-energy-balance
• canopy
• soil
• radiometric-temperatures

🏃 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

Optimising chemical reactions using machine learning

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

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

• probabilistic-programming
• neural-network
• tensorflow
• keras-tensorflow

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

TensorFlow Lite models for MIRNet for low-light image enhancement.

• tinyml
• tflite
• tensorflow2
• computer-vision

General Modeling Network Specification

• network
• specification
• highway-network
• road-network

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

This repository is to create tflite models for the available ocr models

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

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