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.
![Screenshot 2023-12-18 at 10 40 27 PM](https://private-user-images.githubusercontent.com/3837836/291468646-4c30ad72-76ee-4939-a5fb-16b570d38cf2.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.QCCwWhsCgG_0djcPKz4YqbSUhGdMyYN-iASZKp_TTXg)
Features | AWS | GCP | Azure | Databricks |
Data pipeline | Data Pipeline | Dataflow | Data Factory | Spark |
Feature Store | Feature Store | --- | --- | Feature Store |
Model Monitoring | Model Monitor | --- | [Azure Monitor](https://docs.microsoft.com/en-us/azure/machine-learning/monitor-azure-machine-learnin |
#!/bin/sh | |
set -x | |
# == Swarm training (alpha release) == | |
# Setup: | |
# | |
# git clone https://github.com/shawwn/gpt-2 | |
# cd gpt-2 | |
# git checkout dev-shard |
function venv { | |
default_envdir=".env" | |
envdir=${1:-$default_envdir} | |
if [ ! -d $envdir ]; then | |
python -m venv $envdir | |
pip install ipython black flake8 | |
echo -e "\x1b[38;5;2m✔ Created virtualenv $envdir\x1b[0m" | |
fi | |
source $envdir/bin/activate |
Andy Thomason is a Senior Programmer at Genomics PLC. He has been witing graphics systems, games and compilers since the '70s and specialises in code performance.
1) Read an image from file | |
2) Display an image that you read from file | |
3) Capture Video using your webcam and display the feed | |
4) Display back and white live stream from your webcam. | |
5) Have a slider to change brightness of the webcam live stream. Display. | |
6) Have a slider to change contrast of the webcam live stream. Display. | |
7) Capture a snapshot from your webcam. Then display difference between live video stream and this snapshot. (Background subtraction) | |
8) Display Canny edge image from your live webcam stream | |
9) Have a slider to change smoothness / sharpness of image from live webcam stream. | |
10) Display histogram of colors (RGB) from your live webcam stream |
# | |
# read/write access to python's memory, using a custom bytearray. | |
# some code taken from: http://tinyurl.com/q7duzxj | |
# | |
# tested on: | |
# Python 2.7.10, ubuntu 32bit | |
# Python 2.7.8, win32 | |
# | |
# example of correct output: | |
# inspecting int=0x41424344, at 0x0228f898 |
# Hello, and welcome to makefile basics. | |
# | |
# You will learn why `make` is so great, and why, despite its "weird" syntax, | |
# it is actually a highly expressive, efficient, and powerful way to build | |
# programs. | |
# | |
# Once you're done here, go to | |
# http://www.gnu.org/software/make/manual/make.html | |
# to learn SOOOO much more. |