Alex Perkins's repositories
NLLAB_CFPS_Characterisation
Data Analysis Pipeline for standardised Charactisation of Cell-Free Protein Synthesis Systems.
AP_AL_TXTL
My AL implementation in Python (In Construction)
AP_Horvath_Active_Learning
A repo for backing up my development of an active learning stack using the Horvath Model
Brsynth_active_learning_cell_free
Scripts to perform active learning as described in the referenced article.
Docker-Image-Template-for-Python-Datascience
A generic Docker Package for building bespoke Python data science apps and running them in a mounted, open, dev container
Docker_GPU_python_datascience_jupyter_bespoke_packages
A docker template that GPU accelerated ML in python with Jupyter notebook and bespoke packages.
Docker_Package_for_R_and_Python
Data Analysis environment with Python and R installed on Ubuntu
Docker_Package_for_UV_VIS_Protein_concentration_determination
Determines mg/ml concs for elutions in the 96x well format. Refer to readmes for assumptions and usage.
Docker_template_python_datascience_jupyter_bespoke_packages
A generic Docker Template for building a bespoke python data science environment. Define your packages of choice and deploy a Jupyter Notebook with ease. 🖥️✨🌱
gaggiuino
A Gaggia Classic control project using microcontrollers.
git_3_placeholder_project
A placeholder project to be used in the 3rd github tutorial
Git_Guide_for_Scientists
A beginners guide to using Git effectively in a Scientific workflow
gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
ML
Machine Learning Projects
onedrive
#1 Free OneDrive Client for Linux
OpentronDev
Opentron Setup and Protocol Developments
OT-2_3D_Designs
3D Designs to be used with OT-2
plotly_dash_intro
Interactive plots with plotly and dash
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pycmo
Command Modern Operations Learning Environment
Tutorials
Tutorials planning
Useful-Python
Contains useful scripts/ pieces of code.