isaacmg
Creator/Maintainer of Flow Forecast. Deep learning researcher with focus on health, climate, and agriculture.
Pinned Repositories
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Water
Water is an attempt to create an open-access dataset and ML framework for monitoring/forecasting stream flows and snowpack depth.
task-ts
Work related to time series prediction and forecasting of Coronavirus
ai-virus
Master list of data and research on applying machine learning to COVID-19 and other viruses
fb_scraper
FBLYZE is a Facebook scraping system and analysis system.
healthcare_ml
A curated list of ML|NLP resources for healthcare.
infra_flow_db
Creating GCP Infrastructure with Terraform for Water
slalom_race
Primitive scheme slalom race game
twitterStream
Streaming specific Tweets with Apache Flink
isaacmg's Repositories
isaacmg/healthcare_ml
A curated list of ML|NLP resources for healthcare.
isaacmg/fb_scraper
FBLYZE is a Facebook scraping system and analysis system.
isaacmg/ai-virus
Master list of data and research on applying machine learning to COVID-19 and other viruses
isaacmg/model_agnostic_prediction
Peelout model agnostic is a class for easily performing production pipeline predictions.
isaacmg/allennlp
An open-source NLP research library, built on PyTorch.
isaacmg/awesome_time_series_in_python
This curated list contains python packages for time series analysis
isaacmg/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
isaacmg/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
isaacmg/Machine_Learning_Forecast_Farming_Crop_Yield
isaacmg/MedFuse
isaacmg/task-geo
"Help us understand how geography affects virality."
isaacmg/infra_flow_db
Creating GCP Infrastructure with Terraform for Water
isaacmg/awesome-time-series
list of papers, code, and other resources
isaacmg/common
Common resources shared among all task repositories
isaacmg/CrossViVit
This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context"
isaacmg/dashcam_extraction
Extracting important things from dash-cam footage.
isaacmg/deep_learning_time_series
Resources related to using deep learning for time series forecasting, classification, and anomaly detection
isaacmg/document_analysis
Accurate answers and instant citations for your documents.
isaacmg/google-research
Google Research
isaacmg/isaacmg.github.io
Profile
isaacmg/keras-retinanet
Keras implementation of RetinaNet object detection.
isaacmg/MIMIC-IV-Postgres
Installing MIMIC-IV in a local Postgres database
isaacmg/mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.
isaacmg/mimic_iv_bq_queries
Queries needed to recreate time series features for model training
isaacmg/scibert
A BERT model for scientific text.
isaacmg/spert
PyTorch code for SpERT: Span-based Entity and Relation Transformer
isaacmg/task-vt
"What do we know about vaccines and therapeutics?"
isaacmg/terraform-provider-aws
Terraform AWS provider
isaacmg/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
isaacmg/up-for-grabs.net
This is a list of projects which have curated tasks specifically for new contributors. These issues are a great way to get started with a project, or to help share the load of working on open source projects. Jump in!