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ddbourgin/numpy-ml
Backpropagation of dropout wrapper does not apply the mask

Hi, I recently discovered this excellent repository for learning basic concepts in ML and noticed a potential problem in the implementation of dropout wrapper. In particular, this is the line of code I ...
  • TzuChieh
  • Opened 
    on May 4, 2024
  • #94

ddbourgin/numpy-ml
Example of MLP architecture

Thank you for this package. I m looking for some example on how to implement simple MLP (Multi Layer Perceptron) with this package. Any code snippets or tutorials are welcome. Below is some code that ...
  • pplonski
  • 1
  • Opened 
    on Dec 15, 2023
  • #93

ddbourgin/numpy-ml
no 'load_dataset' in numpy_mL

System information - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 11 - Python version: 3.10 - NumPy version: 1.22 Describe the current behavior AttributeError: module numpy_ml ...
  • clccer
  • Opened 
    on Nov 11, 2023
  • #92

ddbourgin/numpy-ml
Automatic diferentiation for neural networks

I write in Spanish, it is more handy to me. Now, everybody have got an online translator within the browser. He revisado el código, no solo la documentación. Tu trabajo es muy valioso y de calidad, enhorabuena. ...
  • jpsoto
  • Opened 
    on Sep 25, 2023
  • #90

ddbourgin/numpy-ml
Declare your version of modules

Could you update the requirements.txt to specify the version of each module?
  • elijahxb
  • Opened 
    on Sep 15, 2023
  • #89

ddbourgin/numpy-ml
Question to improve the code.

I want to try to apply vector operations instead of cycles, which gives a performance boost. Are such improvements accepted? For example file gmm.py function likelihood_lower_bound . If so, is it possible ...
  • quant12345
  • Opened 
    on Aug 12, 2023
  • #87

ddbourgin/numpy-ml
Feature request: save/load model to/from json

To easily use these models in a robust non-version-dependent way, an option to save/load model to/from json (either string or file) would be helpful. E.g. # save to json (can be stored anywhere, not ...
  • DannyVarod
  • Opened 
    on Aug 9, 2023
  • #86

ddbourgin/numpy-ml
Columns and DataType Not Explicitly Set on line 228 of rl_utils.py

Hello! I found an AI-Specific Code smell in your project. The smell is called: Columns and DataType Not Explicitly Set You can find more information about it in this paper: https://dl.acm.org/doi/abs/10.1145/3522664.3528620. ...
  • CodeSmileBot
  • Opened 
    on Jul 4, 2023
  • #83

ddbourgin/numpy-ml
Import of collections.Hashable fails in Python 3.10

System information - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): macOS 12.6 - Python version: 3.10.7 - NumPy version: 1.23.3 Describe the current behavior import of numpy_ml fails ...
  • PTriebold
  • 4
  • Opened 
    on Oct 19, 2022
  • #79

ddbourgin/numpy-ml
neural nets optimizer shape mismatch during backward pass

@ddbourgin Have an issue where updates to gradients cannot be performed since shapes conflict during backprop... specifically in the optimizer file. Error reads: C[param_name][ mean ] = d1 * mean + (1 ...
  • srs3
  • Opened 
    on Aug 8, 2022
  • #78
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