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devanshkv
A set of deep learning models for FRB/RFI binary classification.
**Describe the bug** A clear and concise description of what the bug is. When predict.py is run, sometimes it will release the gpu memory allocated and sometimes it wont release...
Models `h`,`j` fail. When running all the models with ``` for model in ("a", "b", "c", "d", "e", "f", "g", "h", "i", "j", "k"): cmd = f"timeout 125m predict.py -m...
The 2017-04-28-10:03:02_01.fil i download from [https://data.csiro.au/collection/csiro:34437v3](https://data.csiro.au/collection/csiro:34437v3) This file is in cutouts/FRB1704. Then i run with heimdall generate 2017-04-28-10:03:02_01.cand file. The parameters in the file is below: 14.869 10956 13.8754 10...
The updated requirements.txt invokes the installation of keras version 3. The version 3 API has changed and requires some code changes, see [Migrating Keras 2 code to multi-backend Keras 3](https://keras.io/guides/migrating_to_keras_3/)....
Greetings! I am running into an issue. I am trying to record `.fil` data, and I also want to run `predict.py`. But this causes the recording data to crash. This...
**Is your feature request related to a problem? Please describe.** Fetch currently uses tensorflow/keras but those frameworks have issues related to pulling newer versions of tensorflow and especially Keras3. Current...
**Is your feature request related to a problem? Please describe.** There are a few things hindering modernisation of fetch to pytorch due to lack of code for the original models...
I'm encountering an error while attempting to use newly trained weights with FETCH. The error occurs during the prediction phase and states: `Traceback (most recent call last): File "/home/ankit_linux/fetch_gpu/bin/predict.py", line...
We are using FETCH as part of the transient search pipeline for the SPOTLIGHT project (a commensal survey for FRBs/pulsars at the GMRT). We are currently facing an issue where...
**Is your feature request related to a problem? Please describe.** As part of the discussion of moving from Keras2 to Keras3, see https://github.com/devanshkv/fetch/issues/36#issuecomment-2350962626 **Describe the solution you'd like** I have...