ds_pragmatic_programming:机器学习项目的常见代码段
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2021-03-14
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ds_pragmatic_programming-master.zip （92个子文件） 
ds_pragmatic_programming-master 
ds_pragamatic_mongo_db.ipynb 11KB ds_pragmatic_numpy_vectorization.ipynb 25KB ds_pragmatic_computer_vision.ipynb 3.5MB ds_pragmatic_programming_casual.ipynb 2KB images 
refactor_notebooks.png 77KB no_data_pipeline.png 12KB tomek.png 30KB high_level_flow_docker_n_jenkins.png 87KB add_data.png 13KB cv2-resize-image-original.png 21KB iris_petal_sepal.png 337KB neuron_ANN.png 26KB rolling-deployment-ww.png 92KB non-linear_and_linear_decision_edge.png 20KB closing.png 2KB kubernetes_bigpicture.png 37KB split-apply-combine.png 25KB irr_error.png 7KB data_frame.png 102KB xfiles.jpeg 4KB biasvariance.png 11KB
shapes.jpg 16KB canary-deployment-ww.png 101KB shapes_1.jpg 56KB recreate-deployment-ww.png 72KB explode_column.png 26KB opening.png 2KB shapes.png 19KB onehot.png 118KB blue-green-deployment-ww.png 98KB hig_bias_low_variance.png 8KB smote.png 19KB final_image.png 198KB with_data_pipeline.png 12KB layers.jpeg 68KB low_high_var.png 11KB BERT-classification-spam.png 82KB resampling.png 24KB mandrill_colour.png 193KB learning_rate2.png 102KB baby1.jpeg 10KB
module_03_nodes.svg 41KB minibatch_learning_rate.png 7KB flagger-abtest-steps.png 115KB pathlib_cheatsheet_p1.png 84KB pivot-table-datasheet.png 186KB unstack.png 23KB learning_rate.png 173KB loss_learning_rate.png 11KB notebook_vs_code.png 93KB text_utils.py 6KB ds_pragmatic_programming_reiforcement_learning.ipynb 2KB ds_pragmatic_programming_graph_data.ipynb 2KB utils.py 2KB ds_pragmatic_programming_tensorflow.ipynb 56KB data people.json 73B test_signs.h5 1.41MB
Moby-Dick.txt 1.2MB audio0vm7UpkSOnk.wav 861KB audio0Q1JLNfm8oU.wav 861KB logs.log 4KB 2020-12-14-lhof-logins_hits_heatmap.cvs 896B train_signs.h5 12.67MB creditcard_downsampled.csv.tar.bz2 540KB Weather NY.tgz 63.22MB users.parquet 615B ontology.json 335KB FremontBridge.csv 1.54MB audio0KCVgexi4yU.wav 861KB audio0_hH79HnEdo.wav 861KB diabetes_data.csv 25KB phone_data.csv 40KB flights.db 5.17MB audio2M9GSksX_ho.wav 861KB ds_pragmatic_programming_spark.ipynb 22KB Dockerfile 1KB ds_pragmatic_programming_geodata.ipynb 2KB ds_pragmatic_programming_python.ipynb 273KB Dockerfile-spark 2KB ds_pragmatic_programming_NLP.ipynb 102KB requirements.txt 929B postBuild 94B tensorflow_cpu.yml 1KB tensorflow2-env.yaml 10KB ds_pragmatic_programming_SQL.ipynb 25KB ds_pragmatic_programming_code_best_practices.ipynb 69KB ds_pragmatic_programming_python_time_series.ipynb 351KB ds_pragmatic_programming_machine_learning.ipynb 406KB README.md 4KB ds_pragamatic_MLOPS.ipynb 38KB ds_pragmatic_programming_python_visualization.ipynb 490KB tensorflow_requirements.txt 1KB资源评论
