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nnpapers's Projects
100-nlp-papers
100 Must-Read NLP Papers
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
automl
Google Brain AutoML
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
awesome-imbalanced-learning
A curated list of awesome imbalanced learning papers, codes, frameworks and libraries. | 类别不平衡学习：论文/代码/框架/库
awesome-public-datasets
A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
awesome-speech-recognition-speech-synthesis-papers
Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling
awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
baikal
A graph-based functional API for building complex scikit-learn pipelines.
clc
CLC: A Consensus-based Label Correction Approach in Federated Learning
cv-pretrained-model
A collection of computer vision pre-trained models.
deep-reinforcement-learning-algorithms-with-pytorch
PyTorch implementations of deep reinforcement learning algorithms and environments
deep_learning_object_detection
A paper list of object detection using deep learning.
deeplearning.ai
该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。
ecog2txt
code for decoding speech as text from neural data
eeg-datasets
A list of all public EEG-datasets
gnnpapers
Must-read papers on graph neural networks (GNN)
interpretablemlbook
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
karateclub
A general purpose community detection and network embedding library for research built on NetworkX.
lagrangian_nns
Lagrangian Neural Networks
lip-reading-deeplearning
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
maozedonganthology
***选集
nlp-paper
NLP Paper
numpy-ml
Machine learning, in numpy
open_stt
Russian open STT dataset
prml
PRML algorithms implemented in Python
proxy-a-distance
Proxy A-Distance algorithm for measuring domain disparity in parallel corpora
r2cnn_faster-rcnn_tensorflow
Rotational region detection based on Faster-RCNN.
sktime
A unified toolbox for machine learning with time series
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