Giter VIP home page Giter VIP logo

sc3s's People

Contributors

pittachalk avatar simondmurray avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

sc3s's Issues

reduced dimensions

would be useful to give an option to run on reduced dimensions that are not PCA
For example 'X_scVI'

Problems with data sets

Wondering if the data set I'm working with has to have the same structure as the sample data set, I ran into this problem with my own data
Traceback (most recent call last):
File "D:/Code/SC3/SC3s/run.py", line 7, in
sc.pp.filter_genes(adata, min_cells=10)
File "C:\Users\ThinkPad.conda\envs\Tensor1\lib\site-packages\scanpy\preprocessing_simple.py", line 259, in filter_genes
X if min_cells is None and max_cells is None else X > 0, axis=0
TypeError: '>' not supported between instances of 'File' and 'int'

Quantifying stability of clusters?

Is there a way to quantify how stable clusters are with different number of runs? We find that in our data, certain clusters are very stable, and appear regardless of how many itterations are performed. The appearance of others seem to vary, even if we do hundreds of itterations, suggesting that the algorithm does converge, which I suppose suggests the number of populations to detect needs to be tuned. Can you suggest any best practices for approaching these types of problems?

DLL load failed while importing hdf5extension

Hi Hemberg Lab,

I have an issue when I install sc3s via pip to run alongside scanpy.

After installing, if I attempt to import scanpy in the script, I get the following new error:

---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
<ipython-input-1-5422b1ae3fb8> in <module>
      1 import numpy as np
      2 import pandas as pd
----> 3 import scanpy as sc
      4 sc.settings.verbosity = 3
      5 sc.settings.set_figure_params(dpi=100, color_map='OrRd')
~\anaconda3\lib\site-packages\scanpy\__init__.py in <module>
     12     # (start with settings as several tools are using it)
     13     from ._settings import settings, Verbosity
---> 14     from . import tools as tl
     15     from . import preprocessing as pp
     16     from . import plotting as pl
~\anaconda3\lib\site-packages\scanpy\tools\__init__.py in <module>
     15 from ._leiden import leiden
     16 from ._louvain import louvain
---> 17 from ._sim import sim
     18 from ._score_genes import score_genes, score_genes_cell_cycle
     19 from ._dendrogram import dendrogram
~\anaconda3\lib\site-packages\scanpy\tools\_sim.py in <module>
     21 from anndata import AnnData
     22 
---> 23 from .. import _utils, readwrite, logging as logg
     24 from .._settings import settings
     25 from .._compat import Literal
~\anaconda3\lib\site-packages\scanpy\readwrite.py in <module>
      8 import pandas as pd
      9 from matplotlib.image import imread
---> 10 import tables
     11 import anndata
     12 from anndata import (
~\anaconda3\lib\site-packages\tables\__init__.py in <module>
     60 # Import the user classes from the proper modules
     61 from .exceptions import *
---> 62 from .file import File, open_file, copy_file
     63 from .node import Node
     64 from .group import Group
~\anaconda3\lib\site-packages\tables\file.py in <module>
     31 import numpy
     32 
---> 33 from . import hdf5extension
     34 from . import utilsextension
     35 from . import parameters
ImportError: DLL load failed while importing hdf5extension: The specified procedure could not be found.

I am working with a fresh install of the newest version of anaconda and scanpy.

I have seen on StackOverflow this error can sometimes be resolved by uninstalling and re-installing the tables package. This allowed me to load scanpy again, but when I do a 'b' character is introduced in every member of any dataframe I load, signaling to me an issue with decoding.

Furthermore, this error with scanpy is not resolved by uninstalling sc3s. The only solution I could find that worked was to uninstall and re-install anaconda from scratch, though a more experienced troubleshooter may have found a simpler one.

Please let me know if anything can be done to resolve this or if you have any further questions for me.

Thanks

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.