Flow Temporal @FlowTemporal
Flow Forecast is an open source PyTorch based deep learning for time series forecasting, classification, and anomaly detection framework. github.com/AIStream-Peelo… Joined October 2020-
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towardsdatascience.com/5-things-ive-l… #timeseries #OpenSource #DeepLearning #Python #MachineLearning
Another episode of ForecastingFridays starting in 20 minutes. Today we will be running additional experiments with the Informer model as well as fixing up the GaussianLoss function. youtu.be/s_WOaT0BI2k #DataScience #TimeSeries #MachineLearning #DeepLearning
Forecasting Fridays is now going live youtu.be/bzz0a3Qv1Vs #DeepLearning #DataScience #TimeSeries #TimeSeriesForecasting
Forecasting Fridays live streams today today at 3/2pm EDT/CDT. youtu.be/bzz0a3Qv1Vs #DataScience #TimeSeries #DeepLearning #Python #OpenSource #MachineLearning
Live coding tonight starting at 5pm EDT. We will do a step by step tutorial of using Flow Forecast to forecast solar energy youtu.be/ZcHO-k3dkX0 #deeplearning #timeseries #datascience #livecoding
The Informer model is now fully supported in Flow Forecast. Read this brief article for more info towardsdatascience.com/adding-the-inf… #DeepLearning #TimeSeries #PyTorch
New @wandb report on forecasting the flow of the Virgin River and robustly evaluating models with SHAP. Looking at SHAP plots you can more easily spot models that are overfitting test data. #DeepLearning #DataScience #MachineLearning #TimeSeries rb.gy/gklar9
#DataScientists in industry why do you still prefer to use simple time series forecasting models instead of deep learning? #DeepLearning #TimeSeries #MachineLearning #DataScience
New article on deploying time series forecasting models at scale towardsdatascience.com/deploying-time… #MLOps #DeepLearning #TimeSeriesForecasting #DataOps
We just released a version 0.95 of Flow Forecast. We now have support for TorchScript plus a couple other cool things. Check out our short blog post describing the release igodfried.medium.com/deep-learning-… #DeepLearning #TimeSeries #TimeSeriesForecasting
Also stay tuned we have some upcoming cool new infrastructure innovations that will allow you to complete hyper-parameter sweeps much faster! #DeepLearning #GCP #Python #Terraform
Here is a good example notebook of forecasting multiple targets at once. In this notebook we #forecast both #COVID19 cases and deaths at once for Miami Dade county. #DeepLearning #TimeSeries #DataScience bit.ly/3jiadpN
@lavanyaai @wandb We don't have a tutorial at the moment. We might write one up in the future though. We do have a report in the works where we examine the model SHAP plots in relation with other performance metrics with respect to evaluating models.
A lot of people think that just because it is deep learning you have to entirely sacrifice interpretability. We automatically log SHAP based plots to @wandb to help with intepretability. See example rb.gy/fsrz2o #DeepLearning #TimeSeries #DataScience
👕Get your Flow Forecast t-shirts now. Proceeds help us cover cloud computing and other framework maintainance costs. bonfire.com/flow-forecast-…
Moreover a ton of new good research on #DeepLearning interpretability/explainability methods are coming out everyday. Don't let outdated biases hold you back from using deep learning for #DataScience at your company.
We are live youtube.com/watch?v=8frrgE… #livecoding #timeseries #timeseriesforecasting
#LiveCoding session tonight at 7pm EST tonight. youtu.be/8frrgE8DGO0 #DataScience #timeseries #timeseriesForecasting
We are experiencing some problems with tests on CircleCI timing out. As a result you may see build is failing on our repo. This is an issue with CircleCI and not our repo. Tests are passing locally. Keep on forecasting!
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