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July 20, 2016 Adelaide Versus Alice Springs Climate, Visualized April 11, 2016 Two Maps of Australia November 11, 2015 Bootstrap Create a base.html file with Bootstrap January 18, 2017 CSS Create a base.html file with Bootstrap January 18, 2017 CUDA CUDA Notes June 22, 2017 Installing and Debugging CUDA and TensorFlow June 21, 2017 Cheat Sheet JQL Cheat Sheet August 04, 2023 Tmux Notes August 13, 2018 Stylizing Jekyll August 22, 2017 NLTK Tutorial June 13, 2017 Linux Cheat Sheet February 01, 2017 Git Cheat Sheet January 01, 2017 Pandas Cheat Sheet II July 02, 2016 Pandas Cheat Sheet I July 01, 2016 Pathlib Cheat Sheet January 28, 2015 Debugging in Python January 27, 2015 Python Cheat Sheet II January 26, 2015 Python Cheat Sheet I January 25, 2015 Computer Vision TensorFlow and Albumentations January 26, 2021 Data Augmentation with Albumentations June 12, 2020 Data Augmentation in Detectron2 June 11, 2020 Where to Find Deep Learning Code Implementations May 13, 2020 My Favorite Computer Vision Visualizations December 15, 2019 Saving and Loading Models in TensorFlow July 30, 2018 Kangaroos and Wallabies III: Advanced Modeling with FastAI July 10, 2018 Kangaroos and Wallabies III: Augmenting the Data July 09, 2018 Kangaroos and Wallabies II: Building a Model July 09, 2018 Kangaroos and Wallabies I: Preparing the Data July 08, 2018 Exploring Images with Python II June 06, 2018 Exploring Images with Python I June 05, 2018 Convolutional Neural Networks Convolutional Filters March 15, 2020 Saving and Loading Models in TensorFlow July 30, 2018 Kangaroos and Wallabies III: Advanced Modeling with FastAI July 10, 2018 Kangaroos and Wallabies II: Building a Model July 09, 2018 Data Where to Find Datasets February 20, 2021 Data Augmentation TensorFlow and Albumentations January 26, 2021 Data Augmentation with Albumentations June 12, 2020 Data Augmentation in Detectron2 June 11, 2020 Kangaroos and Wallabies III: Augmenting the Data July 09, 2018 Data Cleaning DNA Splice Junctions I: Cleaning and Preparing the Data August 07, 2018 Data Cleaning Tutorial with the Enron Dataset June 01, 2015 Data Visualization YData Profiling Tutorial April 03, 2024 How Violin and Box Plots Obscure Data August 27, 2023 Distributions September 17, 2022 Exploring Images with Python II June 06, 2018 Visualize a Decision Tree Generated by Machine Learning April 10, 2018 Rabbits in Australia January 19, 2018 Light Verbs II: Literary Canon Comparison August 06, 2017 Visualize Parts of Speech II: Comparing Texts August 01, 2017 Lowest Presidential Approval March 01, 2017 Declining Appetite for Executions in England, Visualized August 12, 2016 Adelaide Versus Alice Springs Climate, Visualized April 11, 2016 Evaluating Machine Learning Algorithms March 12, 2016 Visualizing Machine Learning Algorithms March 11, 2016 Exploring the Iris Dataset March 10, 2016 Two Maps of Australia November 11, 2015 Databases SQLAlchemy and PostgreSQL Cheat Sheet January 02, 2019 PostgreSQL Cheat Sheet January 01, 2019 Decision Trees Exploring Decision Trees in R January 08, 2019 Exploring Decision Trees in Python January 08, 2019 Visualize a Decision Tree Generated by Machine Learning April 10, 2018 Deep Learning Neural Tangent Kernels July 02, 2023 Test Set Metrics on Unbalanced Datasets: Part II July 06, 2022 Test Set Metrics on Unbalanced Datasets: Part I July 06, 2022 Evaluation on Unbalanced Datasets May 04, 2021 Validation on Unbalanced Datasets May 03, 2021 Training on Unbalanced Datasets May 02, 2021 Experiments on Unbalanced Datasets - Setup May 01, 2021 How to Keep Up with Machine Learning Research February 16, 2021 Inspecting Model Weights August 03, 2020 Group Norm Code Walkthrough July 23, 2020 Free Deep Learning Textbooks July 07, 2020 Data Augmentation with Albumentations June 12, 2020 Where to Find Deep Learning Code Implementations May 13, 2020 My Favorite Computer Vision Visualizations December 15, 2019 Kangaroos and Wallabies III: Advanced Modeling with FastAI July 10, 2018 Deep Learning Art October 07, 2017 Detectron2 Data Augmentation in Detectron2 June 11, 2020 Exploratory Data Analysis YData Profiling Tutorial April 03, 2024 DNA Splice Junctions I: Cleaning and Preparing the Data August 07, 2018 Exploring the Iris Dataset March 10, 2016 FastAI Siamese Networks with FastAI - Evaluation September 30, 2022 Siamese Networks with FastAI - Update September 29, 2022 More Siamese Network Evaluation Fails with FastAI April 14, 2022 Siamese Network Evaluation Fails with FastAI April 13, 2022 Siamese Networks with FastAI April 11, 2022 Saving and Loading Models in FastAI February 06, 2022 FastAI Notes and Thoughts February 06, 2022 High Performance Models on Tabular Data February 01, 2022 FastAI Tabular Data Tutorial January 22, 2022 FastAI Data Tutorial - Semantic Segmentation January 02, 2022 FastAI Data Tutorial - Object Detection January 02, 2022 FastAI Data Tutorial - Image Classification January 01, 2022 Where to Find Deep Learning Code Implementations May 13, 2020 Kangaroos and Wallabies III: Advanced Modeling with FastAI July 10, 2018 Geospatial Analytics Exploring Transformer Weights November 01, 2024 Geospatial Data Plotting Tutorial April 03, 2024 Shapely Tutorial January 14, 2024 Overhead Imagery Restrictions November 30, 2023 Overhead Imagery Datasets for Object Detection February 09, 2020 Git Generating Github Personal Access Tokens July 12, 2022 Python Anywhere and Git January 02, 2017 Git Cheat Sheet January 01, 2017 HTML Create a base.html file with Bootstrap January 18, 2017 JavaScript Create a base.html file with Bootstrap January 18, 2017 Jekyll Stylizing Jekyll August 22, 2017 Jupyter Notebooks Spoofing Argparse July 25, 2020 Argparse Notes July 25, 2020 Jupyter Environments and Kernels in Windows January 30, 2020 Jupyter Environments and Kernels in Macs January 30, 2020 Preparing Jupyter Notebooks for My Blog September 22, 2017 My Favorite Things about Jupyter Notebooks March 22, 2017 Linux Python Command Line One-Liners January 29, 2020 Software Customizations October 11, 2018 Software I Use October 10, 2018 Linux Cheat Sheet February 01, 2017 Mac Mac Setup June 06, 2020 Path Problems: Mac January 31, 2020 Jupyter Environments and Kernels in Macs January 30, 2020 Software Customizations October 11, 2018 Software I Use October 10, 2018 Machine Learning Test Set Metrics on Unbalanced Datasets: Part II July 06, 2022 Test Set Metrics on Unbalanced Datasets: Part I July 06, 2022 High Performance Models on Tabular Data February 01, 2022 How to Keep Up with Machine Learning Research February 16, 2021 Free Deep Learning Textbooks July 07, 2020 Evaluating a Dataset for Machine Learning December 14, 2019 Exploring Decision Trees in R January 08, 2019 Exploring Decision Trees in Python January 08, 2019 DNA Splice Junctions II: Logistic Regression from Scratch August 08, 2018 Saving and Loading Models in TensorFlow July 30, 2018 Visualize a Decision Tree Generated by Machine Learning April 10, 2018 Evaluating Machine Learning Algorithms March 12, 2016 Visualizing Machine Learning Algorithms March 11, 2016 Markdown Stylizing Jekyll August 22, 2017 Matplotlib Rabbits in Australia January 19, 2018 Light Verbs II: Literary Canon Comparison August 06, 2017 Visualize Parts of Speech II: Comparing Texts August 01, 2017 Lowest Presidential Approval March 01, 2017 Declining Appetite for Executions in England, Visualized August 12, 2016 Adelaide Versus Alice Springs Climate, Visualized April 11, 2016 Evaluating Machine Learning Algorithms March 12, 2016 Visualizing Machine Learning Algorithms March 11, 2016 Exploring the Iris Dataset March 10, 2016 Two Maps of Australia November 11, 2015 Model Explainability SHAP Values on Tabular Data March 04, 2023 Model Explainability with LIME January 01, 2023 Model Explainability with Grad-CAM in TensorFlow January 01, 2023 Model Explainability with Grad-CAM in PyTorch January 01, 2023 NLTK NLTK Tutorial June 13, 2017 Getting Text from Project Gutenberg September 06, 2016 Natural Language Processing Class for Gathering Text August 15, 2017 Light Verbs II: Literary Canon Comparison August 06, 2017 Light Verbs I: How Common Are They? August 05, 2017 Visualize Parts of Speech II: Comparing Texts August 01, 2017 Visualize Parts of Speech I: Great Expectations July 30, 2017 NLTK Tutorial June 13, 2017 Getting Text from Project Gutenberg September 06, 2016 Neural Networks Siamese Networks with FastAI - Evaluation September 30, 2022 Siamese Networks with FastAI - Update September 29, 2022 More Siamese Network Evaluation Fails with FastAI April 14, 2022 Siamese Network Evaluation Fails with FastAI April 13, 2022 Siamese Networks with FastAI April 11, 2022 High Performance Models on Tabular Data February 01, 2022 Exploring Loss Functions with PyTorch January 21, 2021 Exploring Loss Functions with TensorFlow and Keras January 20, 2021 Inspecting Model Weights August 03, 2020 Adversarial Attacks on Neural Networks December 20, 2018 Saving and Loading Models in TensorFlow July 30, 2018 Kangaroos and Wallabies III: Advanced Modeling with FastAI July 10, 2018 Deep Learning Art October 07, 2017 Page About March 05, 2025 Pandas Pandas SettingWithCopyWarning February 05, 2022 DNA Splice Junctions I: Cleaning and Preparing the Data August 07, 2018 Visualize a Decision Tree Generated by Machine Learning April 10, 2018 Pandas Cheat Sheet II July 02, 2016 Pandas Cheat Sheet I July 01, 2016 Data Cleaning Tutorial with the Enron Dataset June 01, 2015 Physics Schrödinger's Cat May 29, 2016 Politics Lowest Presidential Approval March 01, 2017 PyTorch Neural Tangent Kernels July 02, 2023 Model Explainability with LIME January 01, 2023 Model Explainability with Grad-CAM in PyTorch January 01, 2023 Exploring Loss Functions with PyTorch January 21, 2021 PyTorch Notes May 21, 2020 Where to Find Deep Learning Code Implementations May 13, 2020 Exploring Images with Python II June 06, 2018 CUDA Notes June 22, 2017 Python Exploring Transformer Weights November 01, 2024 A Guide to the Python Disassembler Module July 24, 2024 YData Profiling Tutorial April 03, 2024 Geospatial Data Plotting Tutorial April 03, 2024 Shapely Tutorial January 14, 2024 How Violin and Box Plots Obscure Data August 27, 2023 Neural Tangent Kernels July 02, 2023 Discovering Latent Knowledge Without Supervision May 08, 2023 Sigmoid Functions for Mathematical Modeling March 18, 2023 SHAP Values on Tabular Data March 04, 2023 Dealing with Skewed Data January 11, 2023 Model Explainability with LIME January 01, 2023 Model Explainability with Grad-CAM in TensorFlow January 01, 2023 Model Explainability with Grad-CAM in PyTorch January 01, 2023 Siamese Networks with FastAI - Evaluation September 30, 2022 Siamese Networks with FastAI - Update September 29, 2022 Distributions September 17, 2022 Test Set Metrics on Unbalanced Datasets: Part II July 06, 2022 Test Set Metrics on Unbalanced Datasets: Part I July 06, 2022 More Siamese Network Evaluation Fails with FastAI April 14, 2022 Siamese Network Evaluation Fails with FastAI April 13, 2022 Siamese Networks with FastAI April 11, 2022 Saving and Loading Models in FastAI February 06, 2022 FastAI Notes and Thoughts February 06, 2022 Pandas SettingWithCopyWarning February 05, 2022 High Performance Models on Tabular Data February 01, 2022 FastAI Tabular Data Tutorial January 22, 2022 FastAI Data Tutorial - Semantic Segmentation January 02, 2022 FastAI Data Tutorial - Object Detection January 02, 2022 FastAI Data Tutorial - Image Classification January 01, 2022 Evaluation on Unbalanced Datasets May 04, 2021 Validation on Unbalanced Datasets May 03, 2021 Training on Unbalanced Datasets May 02, 2021 Experiments on Unbalanced Datasets - Setup May 01, 2021 TensorFlow and Albumentations January 26, 2021 Exploring Loss Functions with PyTorch January 21, 2021 Exploring Loss Functions with TensorFlow and Keras January 20, 2021 Spoofing Argparse July 25, 2020 Argparse Notes July 25, 2020 Data Augmentation with Albumentations June 12, 2020 Data Augmentation in Detectron2 June 11, 2020 Debugging Python List Comprehensions June 01, 2020 PyTorch Notes May 21, 2020 Where to Find Deep Learning Code Implementations May 13, 2020 Convolutional Filters March 15, 2020 Python Modules and Packages February 01, 2020 Path Problems: Windows January 31, 2020 Path Problems: Mac January 31, 2020 Python Command Line One-Liners January 29, 2020 What Do These Different AP Values Mean January 15, 2020 Principal Component Analysis March 17, 2019 Exploring Decision Trees in Python January 08, 2019 SQLAlchemy and PostgreSQL Cheat Sheet January 02, 2019 PostgreSQL Cheat Sheet January 01, 2019 DNA Splice Junctions II: Logistic Regression from Scratch August 08, 2018 DNA Splice Junctions I: Cleaning and Preparing the Data August 07, 2018 Saving and Loading Models in TensorFlow July 30, 2018 Kangaroos and Wallabies III: Augmenting the Data July 09, 2018 Kangaroos and Wallabies II: Building a Model July 09, 2018 Kangaroos and Wallabies I: Preparing the Data July 08, 2018 Exploring Images with Python II June 06, 2018 Exploring Images with Python I June 05, 2018 Is there Sarcasm on the Internet? April 26, 2018 Visualize a Decision Tree Generated by Machine Learning April 10, 2018 Rabbits in Australia January 19, 2018 Class for Gathering Text August 15, 2017 Light Verbs II: Literary Canon Comparison August 06, 2017 Light Verbs I: How Common Are They? August 05, 2017 Visualize Parts of Speech II: Comparing Texts August 01, 2017 Visualize Parts of Speech I: Great Expectations July 30, 2017 NLTK Tutorial June 13, 2017 Opening Files in Python April 08, 2017 Lowest Presidential Approval March 01, 2017 Getting Text from Project Gutenberg September 06, 2016 Declining Appetite for Executions in England, Visualized August 12, 2016 How Many Steps Does it Take to See a Kangaroo? July 20, 2016 Pandas Cheat Sheet II July 02, 2016 Pandas Cheat Sheet I July 01, 2016 Schrödinger's Cat May 29, 2016 Adelaide Versus Alice Springs Climate, Visualized April 11, 2016 Evaluating Machine Learning Algorithms March 12, 2016 Visualizing Machine Learning Algorithms March 11, 2016 Exploring the Iris Dataset March 10, 2016 Two Maps of Australia November 11, 2015 Data Cleaning Tutorial with the Enron Dataset June 01, 2015 Pathlib Cheat Sheet January 28, 2015 Debugging in Python January 27, 2015 Python Cheat Sheet II January 26, 2015 Python Cheat Sheet I January 25, 2015 R Exploring Decision Trees in R January 08, 2019 Scikit-learn High Performance Models on Tabular Data February 01, 2022 Visualize a Decision Tree Generated by Machine Learning April 10, 2018 Evaluating Machine Learning Algorithms March 12, 2016 Visualizing Machine Learning Algorithms March 11, 2016 Scraping Is there Sarcasm on the Internet? April 26, 2018 Seaborn How Many Steps Does it Take to See a Kangaroo? July 20, 2016 Evaluating Machine Learning Algorithms March 12, 2016 Visualizing Machine Learning Algorithms March 11, 2016 Exploring the Iris Dataset March 10, 2016 Software Windows Setup June 06, 2020 Mac Setup June 06, 2020 Linux Setup June 06, 2020 VSCode Tips October 12, 2018 Software Customizations October 11, 2018 Software I Use October 10, 2018 Tmux Notes August 13, 2018 Vim Notes April 01, 2018 Statistics Dealing with Skewed Data January 11, 2023 Distributions September 17, 2022 Bayes' Theorem without P(B) November 14, 2018 Tabular Data SHAP Values on Tabular Data March 04, 2023 High Performance Models on Tabular Data February 01, 2022 FastAI Tabular Data Tutorial January 22, 2022 TensorFlow Model Explainability with Grad-CAM in TensorFlow January 01, 2023 Evaluation on Unbalanced Datasets May 04, 2021 Validation on Unbalanced Datasets May 03, 2021 Training on Unbalanced Datasets May 02, 2021 Experiments on Unbalanced Datasets - Setup May 01, 2021 TensorFlow and Albumentations January 26, 2021 Exploring Loss Functions with TensorFlow and Keras January 20, 2021 Group Norm Code Walkthrough July 23, 2020 Where to Find Deep Learning Code Implementations May 13, 2020 Saving and Loading Models in TensorFlow July 30, 2018 Kangaroos and Wallabies III: Augmenting the Data July 09, 2018 Kangaroos and Wallabies II: Building a Model July 09, 2018 Exploring Images with Python II June 06, 2018 CUDA Notes June 22, 2017 Installing and Debugging CUDA and TensorFlow June 21, 2017 Unbalanced Data Test Set Metrics on Unbalanced Datasets: Part II July 06, 2022 Test Set Metrics on Unbalanced Datasets: Part I July 06, 2022 Unsupervised Learning Discovering Latent Knowledge Without Supervision May 08, 2023 Principal Component Analysis March 17, 2019 VSCode Connecting VSCode to Google Cloud Platform Instances October 16, 2020 VSCode Tips October 12, 2018 Wildlife Kangaroos and Wallabies III: Advanced Modeling with FastAI July 10, 2018 Kangaroos and Wallabies III: Augmenting the Data July 09, 2018 Kangaroos and Wallabies II: Building a Model July 09, 2018 Kangaroos and Wallabies I: Preparing the Data July 08, 2018 Rabbits in Australia January 19, 2018 How Many Steps Does it Take to See a Kangaroo? July 20, 2016 Windows Path Problems: Windows January 31, 2020 Python Command Line One-Liners January 29, 2020 Software Customizations October 11, 2018 Software I Use October 10, 2018 XGBoost High Performance Models on Tabular Data February 01, 2022
