10/30/24
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mini-projects
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Mini Synth and Audio Visualization
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10/7/24
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misc
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Tab Clearning (October 7 2024)
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9/23/24
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misc
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Tab CLearning (September 23 2024)
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9/14/24
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mini-hw-projects
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Doodling In Hardware
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9/8/24
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tils
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TIL: Kalman Filters
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8/30/24
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Video
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Min P Sampling: Balancing Creativity and Coherence (paper explanation + code)
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8/21/24
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mini-hw-projects
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Single-Pixel Camera (Hardware)
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8/21/24
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Blog
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Building Silly Projects with FastHTML
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8/19/24
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Blog
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Computational Linguistics
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8/14/24
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Blog
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What You Should Read (AI Edition)
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8/13/24
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Video
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Mixed-Modal Early-Fusion Foundation Models: Paper run-throughs for ‘Chameleon’ and ‘MoMa’
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8/6/24
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mini-hw-projects
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Robot Arm Shenanigans (Draft Post)
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6/27/24
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Blog
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Tab Clearing
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6/20/24
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Video
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LLM Steganography: Hiding Messages in Text
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5/8/24
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Blog
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More=Better?
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4/27/24
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mini-hw-projects
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Basement Hydroponics: Part 1
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4/19/24
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TILs
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TIL: Intercepting Github Copilot with MITMProxy
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3/30/24
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mini-hw-projects
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DIY Bio: A Cool Hobby, Not Quite For Me
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3/14/24
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mini-projects
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Mini Experiment: Broken Multimodal Telephone
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2/20/24
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mini-projects
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Can LLMs estimate the length of a sequence?
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2/2/24
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mini-hw-projects
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Exploring 3D-Printed Instruments
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1/27/24
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mini-hw-projects
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Door Desk
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1/23/24
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Blog
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A few tips for working on high-surface-area problems
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1/1/24
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TILs
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TIL: GPT4-V Doesn’t Support Function Calling, but We Can Hack Around That
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12/6/23
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blogs
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Quick Experiment: Filtering Preference Data for Better DPO
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11/29/23
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Video
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Paperathon #1
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11/26/23
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Video
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ZipLoRA: Any Subject in Any Style (deep dive and paper explanation)
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11/20/23
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mini-hw-projects
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Mini Work Timer
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11/16/23
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Video
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MLOps Community Mini Summit #3 Talk: What The Kaggle LLM Science Exam Competition Can Teach Us About LLMs
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11/7/23
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TILs
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Getting My YouTube Videos as MarkDown pages for this Quarto blog
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10/23/23
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Video
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Evaluating Diffusion Models with PickScore
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10/18/23
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Video
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How I ‘monetized’ an AI demo
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9/13/23
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mini-hw-projects
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Text-to-3D-Print
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9/13/23
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mini-projects
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Mini Experiment: DoLa w/ a guidance scale
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9/6/23
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mini-projects
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Mini Experiment: Hiding Easter-Eggs in LLMs
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9/5/23
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Video
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Gaussian Splatting explorations
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9/1/23
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Video
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What is Speculative Sampling
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9/1/23
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Video
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LLM basics #4 with the LLM Science Exam Kaggle Competition - Retrieval
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8/11/23
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TILs
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Exporting from Wordpress into a Quarto Blog
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8/10/23
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Video
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LLM basics #3 with the LLM Science Exam Kaggle Competition - Training a task-specific model for MCQs
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8/9/23
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Video
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LLM basics #2 with the LLM Science Exam Kaggle Competition - Generating Synthetic Data
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8/7/23
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Video
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LLM basics #1 with the LLM Science Exam Kaggle Competition - Zero-Shot approaches
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8/4/23
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blogs
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Exploring Softmax1, or “Community Research For The Win!”
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7/30/23
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mini-projects
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Bark To Bark: Adding Noise Control to a Game
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7/1/23
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blogs
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Why and how I’m shifting focus to LLMs
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4/6/23
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blogs
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A Recipe for Training Good Generative Models
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4/4/23
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mini-projects
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Reward Hacking with RainbowDiffusion
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3/2/23
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mini-projects, Reports
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Style Loss Showdown
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2/15/23
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Video
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Stylizing Video with Diffusion Models
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2/13/23
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Reports
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A Deep Dive Into OpenCLIP from OpenAI
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2/3/23
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Video
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InstructPix2Pix Explained - Edit Images with Words!
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1/30/23
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Video
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Stable Diffusion Deep Dive Notebook Run-through
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1/15/23
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mini-projects
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Genuary 2023
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1/10/23
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Video
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Podcast E6 - Wasim Lorgat
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1/10/23
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Reports
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Mid-U Guidance: Fast Classifier Guidance for Latent Diffusion Models
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12/30/22
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blogs
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DistilHN: Summarizing News Articles with Transformers
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12/30/22
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Video
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Building DistilHN - Using ML to Summarize News Articles
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12/23/22
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Video
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HuggingFace Class
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12/22/22
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Video
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HuggingFace Diffusion Model Class
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11/22/22
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Video
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Editing Images with Diffusion Models (lit review _ overview of different approaches)
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11/13/22
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Video
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TGL Discussion Series - Hamel Husain
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11/10/22
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Video
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TGL Discussion Series - Jason Antic
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11/10/22
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Video
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TGL Discussions Series - Apolinario Passos
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11/10/22
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Video
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TGL Discussion Series - Teodora Szasz
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11/10/22
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Video
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TGL Discussions Series - @EnzymeZoo
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10/25/22
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blogs
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How Predictable: Evaluating Song Lyrics with Language Models
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10/11/22
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Video
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Progressive Distillation for Fast Sampling of Diffusion Models (paper sumary)
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8/1/22
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Video
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Summarising Neuromatch Deep Learning Course in 20 minutes
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7/19/22
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Reports
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Mapping Econimic Wellbeing from Space
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6/24/22
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Video
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Paper exploration - Making Diffusion Models go BRRR!
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6/13/22
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Video
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AIAIART #9 - Evolutionary Algorithms and CPPNs
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6/2/22
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Reports
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WhistleGen V2: Making Music With Transformers
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5/27/22
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blogs
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Update Time
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5/22/22
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Reports
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Fun With Neural Cellular Automata
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5/16/22
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Video
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AIAIART #8 - Neural Cellular Automata
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5/9/22
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Reports
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CLOOB Conditioned Latent Denoising Diffusion Generative Adversarial Networks (GANs)
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5/8/22
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Video
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AIAIART Lesson 7.5
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5/3/22
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Video
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AIAIART Lesson #7 - Diffusion Models
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4/17/22
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Video
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AIAIART Lesson 6
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4/12/22
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blogs
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Fine-tuning a CLOOB-Conditioned Latent Diffusion Model on WikiArt
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4/11/22
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Video
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AIAIART Lesson #5
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4/5/22
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Video
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HugGAN sprint - demo project
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3/29/22
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blogs
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Sketchy Unet
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2/18/22
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blogs
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Turtle Recall: A Contrastive Learning Approach
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2/15/22
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Video
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Come along for the ride as I dive into an ML contest (MABe 2 on AICROWD)
|
1/19/22
|
Video
|
AI Art Showreel (Jan 2022)
|
11/24/21
|
blogs
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AIAIART Course Retrospective
|
11/9/21
|
blogs
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Playing with Tweet Sentiment Analysis
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10/18/21
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Video
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AIAIART Lesson #4 (Live session recording)
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10/16/21
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Video
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AIAIART Lesson #3
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9/28/21
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Video
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AIAIART Lesson 2
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9/20/21
|
Video
|
AIAIART Lesson 1
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8/10/21
|
Video
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‘Mars Affair’
|
7/21/21
|
Video
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Getting to Grips with AI ART
|
5/20/21
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Video
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Competition Attempts - ADDi Alzheimers Detection Challenge
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5/13/21
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blogs
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WhistleGen: Generating Traditional Irish music with ML
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5/13/21
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blogs
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In Brief: Playing with Class Imbalance
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4/22/21
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blogs
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BirdClef Entry: Bird Call Classification with FastAI
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4/22/21
|
Video
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Competition Attempts - MABE Challenge first thoughts
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4/22/21
|
Video
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Competition attempts - BirdClef 2021 Initial Approach
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3/29/21
|
Video
|
Meet DotSwarm - A Slime-Mould-Inspired Shader
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3/25/21
|
Video
|
Days of Code - Intro and Recap of the first few weeks
|
3/25/21
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Video
|
Days of Code 2 - WhistleGen - generating Irish music with machine learning
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10/30/20
|
blogs
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Language Models for Protein Sequence Classification
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9/16/20
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blogs
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Data Glimpse: Predicted Historical Air Quality for African Cities
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8/12/20
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blogs
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Personal Metrics
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6/16/20
|
blogs
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Update: Why the pause?
|
2/22/20
|
blogs
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Self-Supervised Learning with Image网
|
2/5/20
|
blogs
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Meta ‘Data Glimpse’ - Google Dataset Search
|
1/24/20
|
blogs
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Swoggle Part 2 - Building a Policy Network with PyTorch, dealing with Cheaty Agents and ‘Beating’ the Game
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1/20/20
|
blogs
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Swoggle Part 1- RL Environments and Literate Programming with NBDev
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1/16/20
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blogs
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Behind the scenes of a Zindi Contest
|
11/29/19
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blogs
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Snapshot Serengeti - Working with Large Image Datasets
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11/12/19
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blogs
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Deep Learning + Remote Sensing - Using NNs to turn imagery into meaningful features
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10/29/19
|
blogs
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Zindi UberCT Part 3: Uber Movement
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10/21/19
|
blogs
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Zindi UberCT Part 2: Stepping Up
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10/19/19
|
blogs
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Zindi UberCT Part 1: Getting started
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9/12/19
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blogs
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Packaging a classification model as a web app
|
9/6/19
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blogs
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Pothole Detection (aka Johno tries fastai)
|
8/27/19
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blogs
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Trying Automated ML
|
8/7/19
|
blogs
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Mapping Change in Cropland in Zimbabwe (Part 2)
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7/14/19
|
blogs
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Mapping Change in Cropland in Zimbabwe (Part 1)
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7/13/19
|
blogs
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Data Glimpse: Cropland and Settlement maps from QED.AI
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7/8/19
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blogs
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Data Glimpse: Nighttime Lights
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7/7/19
|
blogs
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Data Glimpse: South Africa’s Hydrological Data
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6/28/19
|
blogs
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Data Glimpse: Visualizing Economic Activity with the G-Econ Project data
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6/27/19
|
blogs
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Tutorial: Improving Crop Type Predictions
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6/26/19
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blogs
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Tutorial: Predicting Crop Types with GEE
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6/19/19
|
blogs
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New Database: Forest Change in Different Regions
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6/11/19
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blogs
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Zindi Competition 1 - Making Art!
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6/11/19
|
blogs
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Zindi Competition 2 - Trying CatBoost on the Traffic Jam Challenge
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6/7/19
|
blogs
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Looking at traffic/congestion vs air quality AKA a quest for data
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5/17/19
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blogs
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ML and IR Tomography
|
3/12/19
|
blogs
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Mapping Baobabs, Part 3 - Model Applicability
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3/7/19
|
blogs
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Mapping Baobabs, Part 2 - Qualifying Model Performance and More Complex Models
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2/15/19
|
blogs
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Mapping Baobabs, Part 1 - Modelling the Density of Baobab Trees in Zimbabwe with a Linear Model in GEE
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1/22/19
|
blogs
|
Christmas games - simulation and lazy stats
|
1/22/19
|
blogs
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Curious correlations
|
1/11/19
|
blogs
|
init(self): What is this blog
|
11/16/18
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mini-hw-projects
|
CIRTS - Configurable Infra-Red Tomography systems
|
7/1/18
|
mini-hw-projects
|
Owning a 3D printer
|
7/24/16
|
mini-hw-projects
|
Studying automation with an octopus overlord!
|
6/4/16
|
mini-hw-projects
|
Mini PCB printer
|
4/9/16
|
mini-hw-projects
|
Scanning EIT Imaging System (SEITIS) Attempt
|
1/28/16
|
mini-hw-projects
|
Pimp my dormroom
|
6/29/15
|
mini-hw-projects
|
Cell Phone Oscilloscope
|
7/3/14
|
mini-hw-projects
|
Micromouse attempt
|
6/17/14
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mini-hw-projects
|
Kwese - musical instrument
|
3/20/14
|
mini-hw-projects
|
Electronic Bagpipes
|
3/20/14
|
mini-hw-projects
|
Mini Laser Cutter
|
1/1/14
|
mini-hw-projects
|
Multitouch Surface
|
12/1/13
|
mini-hw-projects
|
DIY Cellphone Macro Lens
|
10/2/13
|
mini-hw-projects
|
Laptop in a briefcase
|
9/2/13
|
mini-hw-projects
|
Junk VDG
|
8/3/13
|
mini-hw-projects
|
Easy 3D Scanner
|
7/4/13
|
mini-hw-projects
|
IR Webcam
|
1/1/10
|
mini-projects
|
Title
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