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@kscottz
kscottz / SLAMResources.md
Created June 25, 2025 20:04
SLAM Resources from the weekly ROS News
@veekaybee
veekaybee / normcore-llm.md
Last active July 1, 2025 09:36
Normcore LLM Reads

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Screenshot 2023-12-18 at 10 40 27 PM

Pre-Transformer Models

@AlkindiX
AlkindiX / MEMO
Last active January 21, 2025 14:52
Run machine learning on 7900XT and 7900XTX on PyTorch
Requirements:-
1. Ubuntu 22.04
2. 7900XT or 7900XTX
Pre-requests before making any installation.
Follow step 1-3 if you installed amdgpu.
1. If you already installed redeon graphic card driver from AMD using amdgpu-install. Completely remove the driver
and connect your HDMI to motherboard. Then restart your PC
@damico
damico / test-rocm.py
Created April 10, 2023 18:54
Script for testing PyTorch support with AMD GPUs using ROCM
import torch, grp, pwd, os, subprocess
devices = []
try:
print("\n\nChecking ROCM support...")
result = subprocess.run(['rocminfo'], stdout=subprocess.PIPE)
cmd_str = result.stdout.decode('utf-8')
cmd_split = cmd_str.split('Agent ')
for part in cmd_split:
item_single = part[0:1]
item_double = part[0:2]
@dfaker
dfaker / alternate_sampler_noise_schedules.py
Last active April 3, 2024 09:16
Alternate sampler noise schedules for stable-diffusion-webui
import inspect
from modules.processing import Processed, process_images
import gradio as gr
import modules.scripts as scripts
import k_diffusion.sampling
import torch
class Script(scripts.Script):
@karpathy
karpathy / stablediffusionwalk.py
Last active June 29, 2025 09:56
hacky stablediffusion code for generating videos
"""
stable diffusion dreaming
creates hypnotic moving videos by smoothly walking randomly through the sample space
example way to run this script:
$ python stablediffusionwalk.py --prompt "blueberry spaghetti" --name blueberry
to stitch together the images, e.g.:
$ ffmpeg -r 10 -f image2 -s 512x512 -i blueberry/frame%06d.jpg -vcodec libx264 -crf 10 -pix_fmt yuv420p blueberry.mp4
@Saafke
Saafke / gsoc19_dnn_superres.md
Last active March 28, 2022 13:55
[GSoC '19] Learning-based Super-Resolution in OpenCV

Google Summer of Code 2019 with OpenCV

Learning-based Super Resolution

Student: Xavier Weber
Mentors: Vladimir Tyan & Yida Wang
Student on the same project: Fanny Monori

Link to accomplished work:

@PetrochukM
PetrochukM / hyperband.py
Last active April 11, 2023 06:39
Here we implement hyperband and successive halving adaptions. We found that the original hyperband implementation was messy and not tested. We also wanted to adapt it to include model reuse.
"""
We implement additional hyperparameter optimization methods not present in
https://scikit-optimize.github.io/.
Gist: https://gist.github.com/Deepblue129/2c5fae9daf0529ed589018c6353c9f7b
"""
import math
import logging
import random
@aparrish
aparrish / understanding-word-vectors.ipynb
Last active May 8, 2025 14:50
Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@waylan
waylan / dif_example.md
Last active September 27, 2024 10:20

An example of a diff code block:

  Unchanged Line
- Removed Line
+ Added Line