Code Monkey home page Code Monkey logo

Comments (2)

Ademord avatar Ademord commented on August 19, 2024

So i managed to get a script that merges the manually downloaded CSVs into a single csv, for anyone who would need something like this:

import pandas as pd
import glob
from run_name_getter import *

import matplotlib.pyplot as plt

files = glob.glob("movingForward/*.csv")

if len(files) == 0: raise BaseException("no files")

step_column = pd.read_csv(files[0], usecols=['Step'])

all_csvs = [pd.read_csv(p, usecols=['Value']) for p in files]

for i in range(len(all_csvs)):
    csv = all_csvs[i]
    run_name = get_run_name(files[i])
    csv.columns = [run_name]

metric_name = get_metric_name(files[0])

all_csvs = [step_column] + all_csvs

df = pd.concat(all_csvs, axis=1)

df.plot(x="Step", alpha=0.5, title=metric_name)
plt.show()

the only downside now is I have to manually download each CSV for each run for each metric.

from tensorboard-aggregator.

Spenhouet avatar Spenhouet commented on August 19, 2024

I'm no longer actively working on this tool and am not sure if this issue is still relevant. Going to close it for now. We can reopen if it's still an issue for you.

from tensorboard-aggregator.

Related Issues (11)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.