This repo contains lecture notes and other course materials for "Programming for Data Science"

Distributed Genetic Algorithms

Repository for the paper "Parallel Hyperparameter optimization of spiking neural networks"

Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .

U-Net Biomedical Image Segmentation

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

A game theoretic approach to explain the output of any machine learning model.

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Train neural networks up to 7x faster

PyTorch Tutorials from my YouTube channel

Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.

Papers from the intersection of deep learning and neuroscience

Directory/File, DNS and VHost busting tool written in Go

YOLOPv2: Better, Faster, Stronger for Panoptic driving Perception

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

Deep Residual Learning in Spiking Neural Networks

A topic-centric list of HQ open datasets.

Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.

A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.

Deep Learning library for Lava

Cosyne workshop tutorial 2022