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notebooks, 一些用于scikit的示例IPython笔记本.zip
共70个文件
ipynb:55个
py:7个
png:2个
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2019-09-18
03:36:22
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notebooks, 一些用于scikit的示例IPython笔记本 ogrisel笔记本这是一堆IPython的文档,其中大部分是未完成的。其中一些可以在基本 numpy/scipy/Pandas/matplotlib/scikit-learn 环境中执行,例如:
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notebooks.zip (70个子文件)
notebooks-master
Bootstrap.ipynb 102KB
Parameter search for Extra Trees on the MNIST classificationt task.ipynb 44KB
.gitignore 169B
dask
fold_learn.ipynb 23KB
gmm
Gaussian likelihood landscape.ipynb 50KB
GMM with SGD.ipynb 645KB
GMM with PyTorch.ipynb 55KB
Model Selection for GMM.ipynb 53KB
gmmsgd.py 7KB
gradients
custom optim.ipynb 27KB
Adjusted Variable Importances with Randomized Trees.ipynb 262KB
README.md 328B
Non IID cross-validation.ipynb 7KB
Gradient.ipynb 319KB
Attention
Keras Attention.ipynb 8KB
letor_cluster
letor_gridresults.json 109KB
letor_gridpoint.py 4KB
MSLR Grid Search.ipynb 207KB
letor_gridsearch.py 2KB
letor_gridresults.py 886B
MNIST8M Chunking and Upload to Cloud Blob Storage.ipynb 14KB
SGD stuff.ipynb 159KB
Clustering Model Selection.ipynb 313B
Patch-Based Feature Extraction for Image Classification.ipynb 513KB
environment.yml 57B
Variable Importance with Completely Randomized Trees.ipynb 397KB
Function Approximation.ipynb 21KB
Learning to Rank.ipynb 264KB
screenshots
digits.png 129KB
topics.png 155KB
Numa-aware computation experiments.ipynb 24KB
Overfitting
linear-model-overfitting.ipynb 48KB
nmf_topics.ipynb 5KB
Text Classification.ipynb 22KB
Saddle Point LBFGS.ipynb 364KB
Distributed Learning of Extra Trees with IPython.parallel.ipynb 39KB
Numba Parakeet Cython.ipynb 17KB
ubuntu-quickstart.sh 1KB
Semi-supervised Extra Trees.ipynb 24KB
generalization
run_mnist.py 7KB
cloudstorage.ini.example 90B
fmri_vae
fmri_model.py 5KB
fmri_autoencoder.ipynb 421KB
GP overfitting.ipynb 1.42MB
Reinforcement Learning
Random walk policy evaluation.ipynb 188KB
Numpy intro.ipynb 110KB
Labeled Faces in the Wild recognition.ipynb 701KB
Explained variances.ipynb 59KB
representations
Unsupervised feature extraction with the Breiman trick.ipynb 222KB
Sparse non-linear random projections.ipynb 59KB
Entangled Manifolds.ipynb 184KB
Autoencoder ELMs.ipynb 298KB
MNIST experiments.ipynb 96KB
Data Preprocessing for the Learning to Rank example.ipynb 2KB
Time Series.ipynb 78KB
structure_digits.ipynb 5KB
Distributed Aggregate and Join.ipynb 28KB
sklearn_demos
Language Classification.ipynb 24KB
Income classification.ipynb 493KB
Income classification - Column Transformer Edition.ipynb 491KB
Face recognition.ipynb 565KB
fastText.ipynb 9KB
Feature Importances.ipynb 152KB
Permutation Importances.ipynb 117KB
iris.ipynb 291KB
language
fetch_data.py 4KB
Large Scale 2D Clustering.ipynb 2.15MB
Large Scale 2D Clustering-1M.ipynb 1.73MB
Classifier calibration.ipynb 517KB
Gradient Boosting.ipynb 198KB
共 70 条
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