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HOW TO MAKE CUSTOM AI-GENERATED TEXT WITH GPT-2 In February 2019, OpenAI released a paper describing GPT-2, a AI-based text-generation model based on the Transformer architecture and trained on massive amounts of text all around the internet. From a text-generation perspective, the included demos were very impressive: the text is coherent over a long horizon, and grammatical syntax and punctuation are near-perfect. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ONMINIMAXIR.COM
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE UPDATE October 2014: A year after this article was posted, someone submitted this article to the Reddit subreddit todayilearned, where it subsequently went viral.In the comments, Reddit user rdmartell, a former developer at Bungie, posted more insight into the glitch:. So I wrote the Myth TFL installer (not this one). The reason this happened is because you could install other maps and whatnot MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH Clusters are much closer together. Perhaps a review metric by non-critics will tell a different story. Rotten Tomatoes Audience Score. The Audience Score is calculated in a similar way to the Rotten Tomatoes Tomatometer score: user to the site rate a movie from 0 to 5 stars in half-star increments (i.e. effectively a scale from 0-10) and the proportion of reviews with 3.5 star ratings or HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
LET'S CODE AN ANALYSIS AND VISUALIZATIONS OF YELP DATA One of the reasons I have open-sourced the code for my complicated data visualizations is transparency for the creation process. 2015 was a year of misleading and incorrect data visualizations, and I don’t want to help contribute to the misconception that data can be used for trickery.“Big data” in particular is a area where the steps to reproduce results are rarely released publicly in QUANTIFYING THE CLICKBAIT AND LINKBAIT IN BUZZFEED ARTICLE BuzzFeed has popularized the use of the “listicle” as seen above: a bulleted list of text blurbs and/or photos that fits the length and depth of a normal blog article.Additionally, BuzzFeed was one of the first news sources to use non-neutral headlines that deliberately invoke a reaction in the reader which then subsequently tempts them to click on the article in an attempt to promote PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON GitHub Data and Brand Icons. Font Awesome also contains icons representing the logos of popular internet brands, such as Facebook and Twitter. GitHub is another such website. I will use BigQuery again with the 2014 GitHub Archive dataset to gather word counts of git commit messages during that year, and use the modern GitHub logo as the mask. This time, I will incorporate the AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2 Card subtype of the generated card, e.g. Creature type(s) for Creatures, Aura for Enchantments, Equipment for Artifacts. (Optional:max 30 characters.
HOW TO MAKE CUSTOM AI-GENERATED TEXT WITH GPT-2 In February 2019, OpenAI released a paper describing GPT-2, a AI-based text-generation model based on the Transformer architecture and trained on massive amounts of text all around the internet. From a text-generation perspective, the included demos were very impressive: the text is coherent over a long horizon, and grammatical syntax and punctuation are near-perfect. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ONMINIMAXIR.COM
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE UPDATE October 2014: A year after this article was posted, someone submitted this article to the Reddit subreddit todayilearned, where it subsequently went viral.In the comments, Reddit user rdmartell, a former developer at Bungie, posted more insight into the glitch:. So I wrote the Myth TFL installer (not this one). The reason this happened is because you could install other maps and whatnot MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH Clusters are much closer together. Perhaps a review metric by non-critics will tell a different story. Rotten Tomatoes Audience Score. The Audience Score is calculated in a similar way to the Rotten Tomatoes Tomatometer score: user to the site rate a movie from 0 to 5 stars in half-star increments (i.e. effectively a scale from 0-10) and the proportion of reviews with 3.5 star ratings or HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
LET'S CODE AN ANALYSIS AND VISUALIZATIONS OF YELP DATA One of the reasons I have open-sourced the code for my complicated data visualizations is transparency for the creation process. 2015 was a year of misleading and incorrect data visualizations, and I don’t want to help contribute to the misconception that data can be used for trickery.“Big data” in particular is a area where the steps to reproduce results are rarely released publicly in QUANTIFYING THE CLICKBAIT AND LINKBAIT IN BUZZFEED ARTICLE BuzzFeed has popularized the use of the “listicle” as seen above: a bulleted list of text blurbs and/or photos that fits the length and depth of a normal blog article.Additionally, BuzzFeed was one of the first news sources to use non-neutral headlines that deliberately invoke a reaction in the reader which then subsequently tempts them to click on the article in an attempt to promote PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
EASILY TRANSFORM PORTRAITS OF PEOPLE INTO AI ABERRATIONS GANs, generative adversarial networks, are all the rage nowadays for creating AI-based imagery.You’ve probably seen GANs used in tools like thispersondoesnotexist.com, which currently uses NVIDIA’s extremely powerful open-source StyleGAN2.. In 2021, OpenAI open-sourced CLIP, a model which can give textual classification predictions for a provided image. WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE UPDATE October 2014: A year after this article was posted, someone submitted this article to the Reddit subreddit todayilearned, where it subsequently went viral.In the comments, Reddit user rdmartell, a former developer at Bungie, posted more insight into the glitch:. So I wrote the Myth TFL installer (not this one). The reason this happened is because you could install other maps and whatnot PRETRAINED CHARACTER EMBEDDINGS FOR DEEP LEARNING AND Deep learning is the biggest, often misapplied buzzword nowadays for getting pageviews on blogs. As a result, there have been a lot of shenanigans lately with deep learning thought pieces and how deep learning can solve anything and make childhood sci-fi dreams come true.. I’m not a fan of Clarke’s Third Law, so I spent some time checking out deep learning myself. PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEP An important part of a Reddit submission is the submission title.Like news headlines, a catchy title will make a user more inclined to engage with a submission and potentially upvote.. Additionally, the time when the submission is made is important; submitting when user activity is the highest tends to lead to better results if you are trying to maximize exposure. AN INTRODUCTION ON HOW TO MAKE BEAUTIFUL CHARTS WITH R AND These charts were made using ggplot2, an add-on package for the R programming language, along with lots of iterative improvement over the months.R notably has chart-making capabilities built into the language by default, but it is not easy to use and often produces very simplistic charts. Enter ggplot2, which allows users to create full-featured and robust charts with only a few lines HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. EXPERIMENTS WITH MAKING CONVINCING AI-GENERATED FAKE NEWS When OpenAI announced GPT-2, a robust text-generating AI model, they explicitly only released smaller, less robust versions of the model out of fear that the large model could be used to generate fake news.However, since OpenAI described most of the technical decisions needed to create the model in the corresponding paper, it would be possible for others to create their own text A STATISTICAL ANALYSIS OF 1.2 MILLION AMAZON REVIEWS More than half of the reviews give a 5-star rating. Aside from perfect reviews, most reviewers give 4-star or 1-star ratings, with very few giving 2-stars or 3-stars relatively.. As as result, the statistical average for all review ratings is on the high-end of the scale at about 3.90.In fact, the average review rating for newly-written reviews has varied from 3.4 to 4.2 over time. HOW TO ANALYZE EVERY REDDIT SUBMISSION AND COMMENT, IN News is about people.And more.Makes sense. (An avg_score column for each word is included to allow for emulation of quantifiable impact of a given word, as used in my BuzzFeed analysis, although that is less useful for comments than submissions.). Monthly Active Users. Although Reddit does provide a count of Subscribers for a given subreddit, most of those users are passive.EXAMPLE TALK
Slides can be added in a few ways: Create slides using Wowchemy’s Slides feature and link using slides parameter in the front matter of the talk file; Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file; Embed your slides (e.g. Google Slides) or presentation video on this page usingshortcodes.
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2 AI-Generated Magic: The Gathering Cards with GPT-2. Tutorial Example {1} {U} {U} (uncommon) Sorcery. Draw cards equal to the number of cards target opponent discarded this turn. AN INTRODUCTION ON HOW TO MAKE BEAUTIFUL CHARTS WITH R AND These charts were made using ggplot2, an add-on package for the R programming language, along with lots of iterative improvement over the months.R notably has chart-making capabilities built into the language by default, but it is not easy to use and often produces very simplistic charts. Enter ggplot2, which allows users to create full-featured and robust charts with only a few lines HOW TO MAKE CUSTOM AI-GENERATED TEXT WITH GPT-2 In February 2019, OpenAI released a paper describing GPT-2, a AI-based text-generation model based on the Transformer architecture and trained on massive amounts of text all around the internet. From a text-generation perspective, the included demos were very impressive: the text is coherent over a long horizon, and grammatical syntax and punctuation are near-perfect. HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON And let’s try a black background. While the word cloud cannot be output in a vectorized format using this method, creating a word cloud at a super-high resolution (even larger than 2048x2048px) is more-than-enough for making typical wall posters and t-shirts. Word clouds may not have as much explanatory value in the academic sense,but they
HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH If the proportion of Fresh reviews for a given movie is greater than or equal to 60%, the movie itself is considered “Fresh” and receives a special icon. Top Movies like Christopher Nolan’s The Dark Knight received a 94% Rotten Tomatoes rating, and generated $533.3 million in domestic box office revenue. But other movies, likeMichael Bay
LET'S CODE AN ANALYSIS AND VISUALIZATIONS OF YELP DATA Let's Code an Analysis and Visualizations of Yelp Data using R and ggplot2. December 28, 2015 9 min read Data Science, Video. One of the reasons I have open-sourced the code for my complicated data visualizations is transparency for the creation process. 2015 was a year of misleading and incorrect data visualizations, and I don’twant to help
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2 AI-Generated Magic: The Gathering Cards with GPT-2. Tutorial Example {1} {U} {U} (uncommon) Sorcery. Draw cards equal to the number of cards target opponent discarded this turn. AN INTRODUCTION ON HOW TO MAKE BEAUTIFUL CHARTS WITH R AND These charts were made using ggplot2, an add-on package for the R programming language, along with lots of iterative improvement over the months.R notably has chart-making capabilities built into the language by default, but it is not easy to use and often produces very simplistic charts. Enter ggplot2, which allows users to create full-featured and robust charts with only a few lines HOW TO MAKE CUSTOM AI-GENERATED TEXT WITH GPT-2 In February 2019, OpenAI released a paper describing GPT-2, a AI-based text-generation model based on the Transformer architecture and trained on massive amounts of text all around the internet. From a text-generation perspective, the included demos were very impressive: the text is coherent over a long horizon, and grammatical syntax and punctuation are near-perfect. HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON And let’s try a black background. While the word cloud cannot be output in a vectorized format using this method, creating a word cloud at a super-high resolution (even larger than 2048x2048px) is more-than-enough for making typical wall posters and t-shirts. Word clouds may not have as much explanatory value in the academic sense,but they
HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH If the proportion of Fresh reviews for a given movie is greater than or equal to 60%, the movie itself is considered “Fresh” and receives a special icon. Top Movies like Christopher Nolan’s The Dark Knight received a 94% Rotten Tomatoes rating, and generated $533.3 million in domestic box office revenue. But other movies, likeMichael Bay
LET'S CODE AN ANALYSIS AND VISUALIZATIONS OF YELP DATA Let's Code an Analysis and Visualizations of Yelp Data using R and ggplot2. December 28, 2015 9 min read Data Science, Video. One of the reasons I have open-sourced the code for my complicated data visualizations is transparency for the creation process. 2015 was a year of misleading and incorrect data visualizations, and I don’twant to help
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
EASILY TRANSFORM PORTRAITS OF PEOPLE INTO AI ABERRATIONS GANs, generative adversarial networks, are all the rage nowadays for creating AI-based imagery.You’ve probably seen GANs used in tools like thispersondoesnotexist.com, which currently uses NVIDIA’s extremely powerful open-source StyleGAN2.. In 2021, OpenAI open-sourced CLIP, a model which can give textual classification predictions for a provided image. HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
TEMPERING EXPECTATIONS FOR GPT-3 AND OPENAI’S API Tempering Expectations for GPT-3 and OpenAI’s API. GPT-3 is indeed a large step forward for AI text-generation, but there are very many caveats with the popular demos and use cases. On May 29th, OpenAI released a paper on GPT-3, their next iteration of Transformers -based text generation neural networks. Most notably, the new model has 175 HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. A STATISTICAL ANALYSIS OF 1.2 MILLION AMAZON REVIEWS More than half of the reviews give a 5-star rating. Aside from perfect reviews, most reviewers give 4-star or 1-star ratings, with very few giving 2-stars or 3-stars relatively.. As as result, the statistical average for all review ratings is on the high-end of the scale at about 3.90.In fact, the average review rating for newly-written reviews has varied from 3.4 to 4.2 over time. HOW TO CREATE AN INTERACTIVE WEBGL NETWORK GRAPH USING R How to Create an Interactive WebGL Network Graph Using R PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEP An important part of a Reddit submission is the submission title.Like news headlines, a catchy title will make a user more inclined to engage with a submission and potentially upvote.. Additionally, the time when the submission is made is important; submitting when user activity is the highest tends to lead to better results if you are trying to maximize exposure. HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FOR One of the first data scrapers I wrote for the purpose of statistical analysis was a Facebook Graph API scraper, in order to determine which words are the most important in a Facebook Page status update. However, the v2.0 update to the Facebook API unsurprisingly broke thescraper.
HOW TO ANALYZE EVERY REDDIT SUBMISSION AND COMMENT, IN How this works in BigQuery is a little more complicated, and requires the use of window functions: Aggregate by subreddit, month, and count of unique comment authors on all comments (this will result in a query with a lot of data processed!) For each month, rank the subreddits by number of unique authors. Take the top 20 subreddits by rank for FACEBOOK REACTIONS AND THE PROBLEMS WITH QUANTIFYING LIKES Facebook Reactions and the Problems With Quantifying Likes Differently. Facebook added Facebook Reactions, allowing users to do more than just “Like” posts and statuses as they have done for the past decade. Likes were the universal symbol of approval on social media. Now, Facebook users can apply more granular responses, frompositive
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2MAGIC THE GATHERINGAIAI MAGIC QUADRANT
AI-Generated Magic: The Gathering Cards with GPT-2. Tutorial Example {1} {U} {U} (uncommon) Sorcery. Draw cards equal to the number of cards target opponent discarded this turn. CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON And let’s try a black background. While the word cloud cannot be output in a vectorized format using this method, creating a word cloud at a super-high resolution (even larger than 2048x2048px) is more-than-enough for making typical wall posters and t-shirts. Word clouds may not have as much explanatory value in the academic sense,but they
HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ON MINIMAXIR.COMEXAMPLES OF NEURAL NETWORKNEURAL NETWORK DATA ANALYSISNEURAL NETWORK DATA AUGMENTATIONNEURAL NETWORK DATA SETSNEURALNETWORK DATA SETS
PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
ADVANTAGES OF USING R NOTEBOOKS FOR DATA ANALYSIS INSTEADSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH If the proportion of Fresh reviews for a given movie is greater than or equal to 60%, the movie itself is considered “Fresh” and receives a special icon. Top Movies like Christopher Nolan’s The Dark Knight received a 94% Rotten Tomatoes rating, and generated $533.3 million in domestic box office revenue. But other movies, likeMichael Bay
HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2MAGIC THE GATHERINGAIAI MAGIC QUADRANT
AI-Generated Magic: The Gathering Cards with GPT-2. Tutorial Example {1} {U} {U} (uncommon) Sorcery. Draw cards equal to the number of cards target opponent discarded this turn. CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON And let’s try a black background. While the word cloud cannot be output in a vectorized format using this method, creating a word cloud at a super-high resolution (even larger than 2048x2048px) is more-than-enough for making typical wall posters and t-shirts. Word clouds may not have as much explanatory value in the academic sense,but they
HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ON MINIMAXIR.COMEXAMPLES OF NEURAL NETWORKNEURAL NETWORK DATA ANALYSISNEURAL NETWORK DATA AUGMENTATIONNEURAL NETWORK DATA SETSNEURALNETWORK DATA SETS
PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
ADVANTAGES OF USING R NOTEBOOKS FOR DATA ANALYSIS INSTEADSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH If the proportion of Fresh reviews for a given movie is greater than or equal to 60%, the movie itself is considered “Fresh” and receives a special icon. Top Movies like Christopher Nolan’s The Dark Knight received a 94% Rotten Tomatoes rating, and generated $533.3 million in domestic box office revenue. But other movies, likeMichael Bay
HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
POSTS | MAX WOOLF'S BLOG The nature of algorithmic feeds like Reddit inherently leads to a survivorship bias: although users may recognize certain types of posts that appear on the front page, there are many more which follow the same patterns but fail. HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
EASILY TRANSFORM PORTRAITS OF PEOPLE INTO AI ABERRATIONS face -> teacher face, beta = 0.13, alpha = 5.6. Unfortunately it still holds true. It is surprisingly easy to get the model to perform racist/sexist/ageist transformations without much prodding. Inputting face with white skin -> face with black skin does what you think itwould do.
HOW TO MAKE CUSTOM AI-GENERATED TEXT WITH GPT-2 In February 2019, OpenAI released a paper describing GPT-2, a AI-based text-generation model based on the Transformer architecture and trained on massive amounts of text all around the internet. From a text-generation perspective, the included demos were very impressive: the text is coherent over a long horizon, and grammatical syntax and punctuation are near-perfect. AN INTRODUCTION ON HOW TO MAKE BEAUTIFUL CHARTS WITH R AND These charts were made using ggplot2, an add-on package for the R programming language, along with lots of iterative improvement over the months.R notably has chart-making capabilities built into the language by default, but it is not easy to use and often produces very simplistic charts. Enter ggplot2, which allows users to create full-featured and robust charts with only a few lines LET'S CODE AN ANALYSIS AND VISUALIZATIONS OF YELP DATA Let's Code an Analysis and Visualizations of Yelp Data using R and ggplot2. December 28, 2015 9 min read Data Science, Video. One of the reasons I have open-sourced the code for my complicated data visualizations is transparency for the creation process. 2015 was a year of misleading and incorrect data visualizations, and I don’twant to help
HOW TO CREATE AN INTERACTIVE WEBGL NETWORK GRAPH USING R How to Create an Interactive WebGL Network Graph Using R HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FOR One of the first data scrapers I wrote for the purpose of statistical analysis was a Facebook Graph API scraper, in order to determine which words are the most important in a Facebook Page status update. However, the v2.0 update to the Facebook API unsurprisingly broke thescraper.
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
PLAYING WITH 80 MILLION AMAZON PRODUCT REVIEW RATINGS Playing with 80 Million Amazon Product Review Ratings Using ApacheSpark.
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2MAGIC THE GATHERINGAIAI MAGIC QUADRANT
AI-Generated Magic: The Gathering Cards with GPT-2. Tutorial Example {1} {U} {U} (uncommon) Sorcery. Draw cards equal to the number of cards target opponent discarded this turn. CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON And let’s try a black background. While the word cloud cannot be output in a vectorized format using this method, creating a word cloud at a super-high resolution (even larger than 2048x2048px) is more-than-enough for making typical wall posters and t-shirts. Word clouds may not have as much explanatory value in the academic sense,but they
HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ON MINIMAXIR.COMEXAMPLES OF NEURAL NETWORKNEURAL NETWORK DATA ANALYSISNEURAL NETWORK DATA AUGMENTATIONNEURAL NETWORK DATA SETSNEURALNETWORK DATA SETS
PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
ADVANTAGES OF USING R NOTEBOOKS FOR DATA ANALYSIS INSTEADSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH If the proportion of Fresh reviews for a given movie is greater than or equal to 60%, the movie itself is considered “Fresh” and receives a special icon. Top Movies like Christopher Nolan’s The Dark Knight received a 94% Rotten Tomatoes rating, and generated $533.3 million in domestic box office revenue. But other movies, likeMichael Bay
HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2MAGIC THE GATHERINGAIAI MAGIC QUADRANT
AI-Generated Magic: The Gathering Cards with GPT-2. Tutorial Example {1} {U} {U} (uncommon) Sorcery. Draw cards equal to the number of cards target opponent discarded this turn. CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON And let’s try a black background. While the word cloud cannot be output in a vectorized format using this method, creating a word cloud at a super-high resolution (even larger than 2048x2048px) is more-than-enough for making typical wall posters and t-shirts. Word clouds may not have as much explanatory value in the academic sense,but they
HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ON MINIMAXIR.COMEXAMPLES OF NEURAL NETWORKNEURAL NETWORK DATA ANALYSISNEURAL NETWORK DATA AUGMENTATIONNEURAL NETWORK DATA SETSNEURALNETWORK DATA SETS
PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
ADVANTAGES OF USING R NOTEBOOKS FOR DATA ANALYSIS INSTEADSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH If the proportion of Fresh reviews for a given movie is greater than or equal to 60%, the movie itself is considered “Fresh” and receives a special icon. Top Movies like Christopher Nolan’s The Dark Knight received a 94% Rotten Tomatoes rating, and generated $533.3 million in domestic box office revenue. But other movies, likeMichael Bay
HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
POSTS | MAX WOOLF'S BLOG The nature of algorithmic feeds like Reddit inherently leads to a survivorship bias: although users may recognize certain types of posts that appear on the front page, there are many more which follow the same patterns but fail. HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
EASILY TRANSFORM PORTRAITS OF PEOPLE INTO AI ABERRATIONS face -> teacher face, beta = 0.13, alpha = 5.6. Unfortunately it still holds true. It is surprisingly easy to get the model to perform racist/sexist/ageist transformations without much prodding. Inputting face with white skin -> face with black skin does what you think itwould do.
HOW TO MAKE CUSTOM AI-GENERATED TEXT WITH GPT-2 In February 2019, OpenAI released a paper describing GPT-2, a AI-based text-generation model based on the Transformer architecture and trained on massive amounts of text all around the internet. From a text-generation perspective, the included demos were very impressive: the text is coherent over a long horizon, and grammatical syntax and punctuation are near-perfect. AN INTRODUCTION ON HOW TO MAKE BEAUTIFUL CHARTS WITH R AND These charts were made using ggplot2, an add-on package for the R programming language, along with lots of iterative improvement over the months.R notably has chart-making capabilities built into the language by default, but it is not easy to use and often produces very simplistic charts. Enter ggplot2, which allows users to create full-featured and robust charts with only a few lines LET'S CODE AN ANALYSIS AND VISUALIZATIONS OF YELP DATA Let's Code an Analysis and Visualizations of Yelp Data using R and ggplot2. December 28, 2015 9 min read Data Science, Video. One of the reasons I have open-sourced the code for my complicated data visualizations is transparency for the creation process. 2015 was a year of misleading and incorrect data visualizations, and I don’twant to help
HOW TO CREATE AN INTERACTIVE WEBGL NETWORK GRAPH USING R How to Create an Interactive WebGL Network Graph Using R HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FOR One of the first data scrapers I wrote for the purpose of statistical analysis was a Facebook Graph API scraper, in order to determine which words are the most important in a Facebook Page status update. However, the v2.0 update to the Facebook API unsurprisingly broke thescraper.
WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE When Uninstalling A PC Game Erases the Entire Hard Drive. There are many legitimate reasons for users to uninstall programs on their computer, such as freeing hard-disk space and lowering CPU overhead. A decade ago, when excessive hard-drive space was a luxury, avid PC gamers would frequently uninstall large, multi-gigabyte games thatthey were
PLAYING WITH 80 MILLION AMAZON PRODUCT REVIEW RATINGS Playing with 80 Million Amazon Product Review Ratings Using ApacheSpark.
CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON Now every Font Awesome icon can be used as a word cloud mask! And the icons can be exported at any size: for this post, I render the word clouds at 2048x2048px, larger than most desktop screens!After hacking the Python scripts included with the package which were used to create the default word clouds, I managed to create a few interestingexamples.
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2MAGIC THE GATHERINGAIAI MAGIC QUADRANT
Card subtype of the generated card, e.g. Creature type(s) for Creatures, Aura for Enchantments, Equipment for Artifacts. (Optional:max 30 characters.
HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ON MINIMAXIR.COMEXAMPLES OF NEURAL NETWORKNEURAL NETWORK DATA ANALYSISNEURAL NETWORK DATA AUGMENTATIONNEURAL NETWORK DATA SETSNEURALNETWORK DATA SETS
PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
ADVANTAGES OF USING R NOTEBOOKS FOR DATA ANALYSIS INSTEADSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH Clusters are much closer together. Perhaps a review metric by non-critics will tell a different story. Rotten Tomatoes Audience Score. The Audience Score is calculated in a similar way to the Rotten Tomatoes Tomatometer score: user to the site rate a movie from 0 to 5 stars in half-star increments (i.e. effectively a scale from 0-10) and the proportion of reviews with 3.5 star ratings or WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE UPDATE October 2014: A year after this article was posted, someone submitted this article to the Reddit subreddit todayilearned, where it subsequently went viral.In the comments, Reddit user rdmartell, a former developer at Bungie, posted more insight into the glitch:. So I wrote the Myth TFL installer (not this one). The reason this happened is because you could install other maps and whatnot HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
CREATING STYLISH, HIGH-QUALITY WORD CLOUDS USING PYTHON Now every Font Awesome icon can be used as a word cloud mask! And the icons can be exported at any size: for this post, I render the word clouds at 2048x2048px, larger than most desktop screens!After hacking the Python scripts included with the package which were used to create the default word clouds, I managed to create a few interestingexamples.
AI-GENERATED MAGIC: THE GATHERING CARDS WITH GPT-2MAGIC THE GATHERINGAIAI MAGIC QUADRANT
Card subtype of the generated card, e.g. Creature type(s) for Creatures, Aura for Enchantments, Equipment for Artifacts. (Optional:max 30 characters.
HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
HOW TO MAKE HIGH QUALITY DATA VISUALIZATIONS FOR WEBSITES This R Notebook is the complement to my blog post How to Make High Quality Data Visualizations for Websites With R and ggplot2.. This notebook is licensed under the MIT License. If you use the code or data visualization designs contained within this notebook, it would be greatly appreciated if proper attribution is given back to this notebook and/or myself. HOW TO QUICKLY TRAIN A TEXT-GENERATING NEURAL NETWORK FORSEE MORE ON MINIMAXIR.COMEXAMPLES OF NEURAL NETWORKNEURAL NETWORK DATA ANALYSISNEURAL NETWORK DATA AUGMENTATIONNEURAL NETWORK DATA SETSNEURALNETWORK DATA SETS
PREDICTING THE SUCCESS OF A REDDIT SUBMISSION WITH DEEPSEE MORE ONMINIMAXIR.COM
ADVANTAGES OF USING R NOTEBOOKS FOR DATA ANALYSIS INSTEADSEE MORE ONMINIMAXIR.COM
MOVIE REVIEW AGGREGATOR RATINGS HAVE NO RELATIONSHIP WITH Clusters are much closer together. Perhaps a review metric by non-critics will tell a different story. Rotten Tomatoes Audience Score. The Audience Score is calculated in a similar way to the Rotten Tomatoes Tomatometer score: user to the site rate a movie from 0 to 5 stars in half-star increments (i.e. effectively a scale from 0-10) and the proportion of reviews with 3.5 star ratings or WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE UPDATE October 2014: A year after this article was posted, someone submitted this article to the Reddit subreddit todayilearned, where it subsequently went viral.In the comments, Reddit user rdmartell, a former developer at Bungie, posted more insight into the glitch:. So I wrote the Myth TFL installer (not this one). The reason this happened is because you could install other maps and whatnot HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FORSEE MORE ONMINIMAXIR.COM
POSTS | MAX WOOLF'S BLOG The nature of algorithmic feeds like Reddit inherently leads to a survivorship bias: although users may recognize certain types of posts that appear on the front page, there are many more which follow the same patterns but fail. HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 GPT-2, a text-generating neural network model made by OpenAI, has recently been in the headlines, from being able to play AI-generated text adventures to playing chess with an AI trained on chess move notation.However, I initially built gpt-2-simple, which can be used to finetune GPT-2 on any text dataset you choose, for a less academicpurpose: comedy.
EASILY TRANSFORM PORTRAITS OF PEOPLE INTO AI ABERRATIONS GANs, generative adversarial networks, are all the rage nowadays for creating AI-based imagery.You’ve probably seen GANs used in tools like thispersondoesnotexist.com, which currently uses NVIDIA’s extremely powerful open-source StyleGAN2.. In 2021, OpenAI open-sourced CLIP, a model which can give textual classification predictions for a provided image. HOW TO MAKE CUSTOM AI-GENERATED TEXT WITH GPT-2 In February 2019, OpenAI released a paper describing GPT-2, a AI-based text-generation model based on the Transformer architecture and trained on massive amounts of text all around the internet. From a text-generation perspective, the included demos were very impressive: the text is coherent over a long horizon, and grammatical syntax and punctuation are near-perfect. AN INTRODUCTION ON HOW TO MAKE BEAUTIFUL CHARTS WITH R AND These charts were made using ggplot2, an add-on package for the R programming language, along with lots of iterative improvement over the months.R notably has chart-making capabilities built into the language by default, but it is not easy to use and often produces very simplistic charts. Enter ggplot2, which allows users to create full-featured and robust charts with only a few lines HOW TO CREATE AN INTERACTIVE WEBGL NETWORK GRAPH USING R How to Create an Interactive WebGL Network Graph Using R WHEN UNINSTALLING A PC GAME ERASES THE ENTIRE HARD DRIVE UPDATE October 2014: A year after this article was posted, someone submitted this article to the Reddit subreddit todayilearned, where it subsequently went viral.In the comments, Reddit user rdmartell, a former developer at Bungie, posted more insight into the glitch:. So I wrote the Myth TFL installer (not this one). The reason this happened is because you could install other maps and whatnot LET'S CODE AN ANALYSIS AND VISUALIZATIONS OF YELP DATA One of the reasons I have open-sourced the code for my complicated data visualizations is transparency for the creation process. 2015 was a year of misleading and incorrect data visualizations, and I don’t want to help contribute to the misconception that data can be used for trickery.“Big data” in particular is a area where the steps to reproduce results are rarely released publicly in HOW TO SCRAPE DATA FROM FACEBOOK PAGE POSTS FOR One of the first data scrapers I wrote for the purpose of statistical analysis was a Facebook Graph API scraper, in order to determine which words are the most important in a Facebook Page status update. However, the v2.0 update to the Facebook API unsurprisingly broke thescraper.
PLAYING WITH 80 MILLION AMAZON PRODUCT REVIEW RATINGS Playing with 80 Million Amazon Product Review RatingsSEARCH
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Max Woolf's Blog __* About
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MAX WOOLF
DATA SCIENTIST AT BUZZFEED* __
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ABOUT ME
Max Woolf (@minimaxir) is a Data Scientist at BuzzFeed in San Francisco. In his spare time, Max uses Python to gather data from public data sources and R/ggplot2 to plot plenty of pretty charts from that data. On special occasions, he uses TensorFlow/Keras for fancy deep learning projects.INTERESTS
* Data Science/Visualization * Machine Leaning/AI* Sarcasm
EMPLOYMENT
* __
Data Scientist
BuzzFeed, 2017 - Present* __
Software QA Engineer Apple Inc., 2012 - 2017RECENT POSTS
HOW TO BUILD A TWITTER TEXT-GENERATING AI BOT WITH GPT-2 Here’s how you too can create an AI bot to parody any Twitter user, even if you’re not a coder! January 16, 2020 8 min read __AI , Text Generation VISUALIZING AIRLINE FLIGHT CHARACTERISTICS BETWEEN SFO AND JFK Box plots, when used correctly, can be a very fun way to visualize bigdata.
October 23, 2019 8 min read __Data Visualization, Data Science
, Big Data
EXPERIMENTS WITH MAKING CONVINCING AI-GENERATED FAKE NEWS Can the CTRL model create the “fake news” OpenAI was concerned about? Let’s put it to the test. September 30, 2019 10 min read __AI , Text GenerationSee all posts __
PROJECTS
A small sample of my open-sourced projects BIG LIST OF NAUGHTY STRINGS The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.PERSON BLOCKER
Automatically “block” people in images (like Black Mirror) using a pretrained neural network.TEXTGENRNN
Easily generate text using a pretrained character-based recurrentneural network.
AUTOML-GS
Provide an input CSV and a target field to predict, generate a model +code to run it.
GPT-2-SIMPLE
Python package to easily retrain OpenAI’s GPT-2 text-generatingmodel on new texts
MAGIC: THE GIFENING
A Twitter bot which tweets Magic: the Gathering cards with appropriate GIFs superimposed onto them. Copyright Max Woolf © 2020 · Powered by the Academic themefor Hugo . __
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