508shuto

508shuto's Stars

• EbookFoundation/free-programming-books

  :books: Freely available programming books

  336k9.7k1.1k61.4k

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.1k2517.1k3.4k

• eriklindernoren/ML-From-Scratch

  Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

  Language:Python23.9k938704.6k

• fastai/fastbook

  The fastai book, published as Jupyter Notebooks

  Language:Jupyter Notebook21.7k5082358.4k

• rlabbe/Kalman-and-Bayesian-Filters-in-Python

  Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

  Language:Jupyter Notebook16.5k4623244.2k

• ctgk/PRML

  PRML algorithms implemented in Python

  Language:Jupyter Notebook11.4k417243.3k

• facebookresearch/demucs

  Code for the paper Hybrid Spectrogram and Waveform Source Separation

  Language:Python8.2k1535411k

• dair-ai/ML-Papers-Explained

  Explanation to key concepts in ML

  7.3k1548570

• JWarmenhoven/ISLR-python

  An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

  Language:Jupyter Notebook4.2k205152.4k

• faridrashidi/kaggle-solutions

  🏅 Collection of Kaggle Solutions and Ideas 🏅

  Language:HTML4k7571.5k

• arXivTimes/arXivTimes

  repository to research & share the machine learning articles

  3.9k7022.1k201

• s3prl/s3prl

  Self-Supervised Speech Pre-training and Representation Learning Toolkit

  Language:Python2.2k44397484

• f90/Wave-U-Net-Pytorch

  Improved Wave-U-Net implemented in Pytorch

  Language:Python30441363

• oreilly-japan/deep-learning-from-scratch-5

  『ゼロから作る Deep Learning ❺』(O'Reilly Japan, 2024)

  Language:Jupyter Notebook25120444

• ch-shin/awesome-nilm

  A curated resources of awesome NILM resources

  18518144

• yamathcy/awesome-music-informatics

  A curated list of awesome article, tutorial, library, webpage, etc.

  172516

• JackKelly/neuralnilm

  Deep Neural Networks Applied to Energy Disaggregation

  Language:Python15018979

• chainer/tutorials

  Introduction to Deep Learning: Chainer Tutorials

  Language:Jupyter Notebook9381839

• zhgqcn/awesome-NILM-with-code

  A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.

  873018

• unonao/kaggle-template

  MLコンペ用テンプレート

  Language:Python83303

• buds-lab/ashrae-great-energy-predictor-3-solution-analysis

  Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

  Language:Jupyter Notebook7310133

• makaishi2/python_bayes_intro

  Pythonでスラスラわかるベイズ推論「超」入門  サポートサイト

  Language:Jupyter Notebook65548

• Yueeeeeeee/BERT4NILM

  [NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring

  Language:Python612320

• fkubota/kaggle-Cornell-Birdcall-Identification

  Cornell Birdcall Identification コンペのリポジトリ

  Language:Jupyter Notebook37216419

• supikiti/hydra-mlflow-optuna-sample

  Language:Python34200

• unonao/atmacup-15

  Language:Jupyter Notebook25101