-
Notifications
You must be signed in to change notification settings - Fork 87
/
environment_osx_intel.yml
35 lines (34 loc) · 888 Bytes
/
environment_osx_intel.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
# Xavier Bresson, 2023
# conda env create -f environment.yml
# conda activate gnn_course
# note: It took 10 min to install the environment
name: gnn_course
channels:
- pypi # pip
- conda-forge # numpy/scipy etc
- pytorch # DL
- defaults
dependencies:
# basic
- python=3.8
- numpy=1.24
- jupyter=1.0
- ipython=8.12
- matplotlib=3.7
- scipy=1.10.1
- networkx=3.1
- pip=24.2
- pandas=2.0
- seaborn=0.13
# graph
- pymetis=2023.1
- python-louvain=0.16
# deep learning
- pytorch=2.1.2 # DL
- torchvision=0.16 # CV
- pip: # critical : a double indentation is required to install pip packages below !
- plotly==5.22.0 # interactive 3d visualization
- scikit-learn==1.3.2 # tsne
- umap-learn==0.5.6 # data visualization
- dgl==2.0.0 -f https://data.dgl.ai/wheels/repo.html # gnn / DGL
- torch_geometric==2.5.1 # gnn / PyG