This repository consists of all my Machine Learning Projects.

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

Second edition of Springer Book Python for Probability, Statistics, and Machine Learning

⌨️ A curated list of awesome tools, demos and resources to go beyond LaTeX

This repository contains mini projects in machine learning with notebook files

Machine Learning in Asset Management (by @firmai)

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

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 ;)

A simple Python data-structure visualization tool for lists of lists, lists, dictionaries; primarily for use in Jupyter notebooks / presentations

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

Recompiled MacOS version of NEURON with only 1 extracellular layer

Main SfePy repository

A Python library to load configuration parameters

A Blender addon for visualizing your NEURON model, with customizable voltage traces.

ChatGPT PROMPTs Splitter. Tool for safely process chunks of up to 15,000 characters per request

Control the platform power state of your Apple Silicon Mac.

A simple Blender add-on for exporting 2D curves to SVG files

Application developed using the Application Builder of COMSOL Multiphysics® v5.6 to calculate and evaluate the natural frequencies of rooms modeled in 3D.

Likelihood-free AMortized Posterior Estimation with PyTorch

Simulation-based inference toolkit

Examples and demos showing how to call functions from the nAG Library for Python

Python implementation of Levenberg-Marquardt algorithm built from scratch using NumPy.

[Neural Networks] Dual-domain strip attention for image restoration

Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.