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