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academic-portofolio

adarul

adast

Implementation of the work: "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

ai-based-sign-language-interpretter

amda

This is an implementation of single source multiple target domain adaptation for fault diagnosis

attention-based-sequence-to-sequence-for-rul

Proposed ATS2S model for C-MAPSS dataset.

attentive-neural-processes

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

cada

This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.

ccdg

Conditional Contrastive Domain Generalization For Fault Diagnosis

ce7454_2018

Deep learning course CE7454, 2018

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cmu-10732-robustness-adaptivity-shift

Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments

contrastive-predictive-coding-pytorch

Contrastive Predictive Coding for Automatic Speaker Verification

da

Domain Adaptation Papers and Code

dada-aaai2020

Code release for Discriminative Adversarial Domain Adaptation (AAAI2020)

data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

data-science-roadmap

Data Science Roadmap from A to Z

deep-learning-for-rul

deep-learning-project_group

dl-based-intelligent-diagnosis-benchmark

Code released for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study".

dl-with-bayes

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

dl_ts_framework

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

intelligent-sign-langauge-interpreter--isli

libgit2

A cross-platform, linkable library implementation of Git that you can use in your application.

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

mapu_sfda_ts

mhms_deeplearning

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"