A Python toolkit for Bayesian experimental design & digital twins in perfusion bioprocessing — built for CHO cell culture, GP surrogates, and active learning loops.

📦 pip install perfusio
🔗 http://github.com/lynchaos/perfusio
🔗 https://pypi.org/project/perfusio/
🔗 https://lynchaos.github.io/perfusio/

#bioprocess #MLOps #openscience #Python

github.com

Kemal Yaylali @kmlyyll@mastodon.social

· 4mo ago

Replying to

Updates: ✨ New Features Tap to RotateTap (or click) any piece in the tray to spin it 90° clockwise. A flash animation and a short rising-tone click confirm the rotation. Power-up pieces (Bomb, Wild Line) cannot be rotated. The hint text at the bottom of the screen now reads "Tap a piece to rotate".

Kemal Yaylali @kmlyyll@mastodon.social

· 4mo ago

Replying to

Shuffle LifelineA ⟳ SHUFFLE button appears below the tray. Press it to replace all three current pieces with new ones — free, once per tray round. The button grays out after use and re-enables when the next triplet is dealt. Comes with a noise-sweep sound.

Kemal Yaylali @kmlyyll@mastodon.social

· 4mo ago

Replying to

5 New Achievements (6 → 11 total) AchievementCondition ⚡ On a RollReach Combo ×5 ✂️ Cross SweepClear a row and column at the same time 🌊 WipeoutClear 12+ cells with a single Wild Line 💥 Full BlastBomb detonates all 9 cells 🥇 Gold RushScore 25,000 pts in one game Adjacency Bonus FeedbackWhen a placed piece touches existing cells, a small green +N adj label floats up alongside the score and making the hidden adjacency bonus mechanic visible to players.

Kemal Yaylali @kmlyyll@mastodon.social

· 25mo ago

Replying to

@rival @aeva You welcome!

Kemal Yaylali @kmlyyll@mastodon.social

· 25mo ago

Replying to

@rival @aeva and there is a new fork. Just arrived. https://www.zen-browser.app/

zen-browser.app

Kemal Yaylali @kmlyyll@mastodon.social

· 26mo ago

Replying to

@rival @aeva #Floorp is the best choice for me. Better privacy and pwa're still there! https://floorp.app/en

floorp.app

Floorp Browser — Customization in everyone’s hands.

Floorp is an open source browser built on Firefox, with workspaces, split view, and web panels.

Kemal Yaylali @kmlyyll@mastodon.social

· 4mo ago

Remove Background Noise from Video Without Re-encoding: An Audio-Only Approach with DeepFilterNet3

https://kemal.yaylali.uk/remove-background-noise-video-deepfilternet/

https://github.com/lynchaos/denoise

kemal.yaylali.uk

Kemal Yaylali @kmlyyll@mastodon.social

· 4mo ago

Working on TIL-Scope!!

Tumour Microenvironment Atlas

Single-cell report: the T-cell infiltrate

An automated, reproducible scRNA-seq analysis of the tumour immune microenvironment, with an LLM-written interpretation aimed at a T-cell-engager discovery programme.

Kemal Yaylali @kmlyyll@mastodon.social

· 4mo ago

For yesterdays rally at London, I built a crowd counting system from scratch on Apple Silicon 🍎

Trained a custom Swin-T + CNN hybrid on ShanghaiTech Part A → MAE 237.69. Then tested pre-trained DM-Count models on an aerial rally photo to see how domain matters:

📸 rally.jpeg results:
• DM-Count QNRF (high-res diverse): 2,077

I will soon publish this on GitHub. All running on MPS (no CUDA) 🔥

#ComputerVision #DeepLearning #CrowdCounting #PyTorch #MachineLearning