i-mein

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

UniRepLKNet

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

RepLKNet-pytorch

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

TranAD

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

UniverseNet

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

linear-tree

A python library to build Model Trees with Linear Models at the leaves.

mtad-gat-pytorch

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

zoofs

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

ICML2022-FEDformer

Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

PuzzleCAM

[ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.

llm-detect-ai

1st Place Solution for LLM - Detect AI Generated Text Kaggle Competition

graphnet

A Deep learning library for neutrino telescopes

kaggle-birdclef2021-2nd-place

pinn_wind_bearing

Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks

P_Net_Anomaly_Detection

This is the implementation of our paper in ECCV 2020.

kaggle-feedback-effectiveness-1st-place-solution

Winning solution for the Kaggle Feedback Prize Challenge.

building-energy-storage-simulation

An open source playground energy storage environment to explore reinforcement learning and model predictive control.

citylearn-2020-pikapika

CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team

EHDO

Optimization model of the EHDO webtool

Kaggle_G2Net

G2Net Competition

ieee-icpse2021-paper

kaggle-seti-2021

rfcx-kaggle

23rd place solution Kaggle Rainforest Connection Species Audio Detection (https://www.kaggle.com/c/rfcx-species-audio-detection/discussion/220972)

digital-twin-SHM

Source code for the paper "Torzoni Matteo, Tezzele Marco, Mariani Stefano, Manzoni Andrea, and Willcox Karen E. A digital twin framework for civil engineering structures. Computer Methods in Applied Mechanics and Engineering, 2024;418:116584. https://doi.org/10.1016/j.cma.2023.116584"