《动手学大模型Dive into LLMs》系列编程实践教程

This repository contains the NeetCode 75 problem list. Each problem includes its corresponding LeetCode link.

This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

Human heart arrhythmia classification based on the MIT-BIH ECG data set with random Fourier feature GLM and kernel parameter estimation.

A signal quality assessment pipeline and dashboard for wearable physiological data

A Review of Deep Learning Methods on ECG Data

Implementation of the Pan-Tompkins algorithm in Python for the detection of QRS Complex in an ECG signal.

Assessment of Electrocardiogram Beat Detectors Using Synthetic and Real-World Data

Pan Tompkins QRS Wave Detection Algorithm Python Implementation

Pytorch implementation of various neural network interpretability methods

100 numpy exercises (with solutions)

LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a ve…

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Methods for running simulations and applying the algorithm in the paper "Structural connectome constrained graphical lasso for MEG partial coherence"

Machine learning, in numpy

Multivariate Time Series Transformer, public version

Reading list for research topics in multimodal machine learning

Squeeze-and-Excitation Networks

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

A complete computer science study plan to become a software engineer.

Official implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769

Keras Temporal Convolutional Network. Supports Python and R.

NMA deep learning course

Solutions to exercises in Numerical Linear Algebra by Trefethen and Bau.

Hot and cold colormap for diverging data

End-to-End Speech Processing Toolkit