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lightly-ai / lightly-train

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

Updated Sep 21, 2026
Python

AlbEris1 / awesome-loss-functions

Compile and explore a curated list of 350+ loss functions with papers, formulas, and code across deep learning and machine learning fields.

nlp machine-learning awesome reinforcement-learning computer-vision deep-learning time-series pytorch survey object-detection knowledge-distillation 2d loss-functions generative-models self-supervised-learning paper-list diffusion-models contrastive-learning llm-alignment

Updated Sep 21, 2026

tcdmwcaa / tangle

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Orchestrate ML experiments and production pipelines with Tangle's flexible, run-anywhere system.

security machine-learning encryption filesystem blockchain phishing mpc encrypted zero-knowledge redteam biilabs contrastive-learning mahmoodlab cloud-pipelines pathology-representation

Updated Sep 21, 2026

Eighteenthpodocarpaceae846 / comix-autoclipper

Star

Download manga from Comick.io and beyond with blazing-fast concurrent downloads, a beautiful CLI & GUI, and support for Windows, macOS, and Linux.

scraper computer-vision ffmpeg kick comics celery manga-downloader action-recognition subtitling comic-books contrastive-learning 18comic comick comick-api comickio comick-downloader manhua-downloader

Updated Sep 21, 2026
Python

Zacherieunexceptional123 / flai

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Build AI chat components for Flutter with source code ownership and shadcn/ui-style patterns

nlp machine-learning xaml deep-learning animation pytorch uwp-apps remote-sensing named-entity-recognition home-assistant flair earth-observation pentest-tool contrastive-learning foundation-models vision-language-pretraining flair-vents flair-puck flair-vent

Updated Sep 21, 2026
Dart

theislab / scConcept

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Contrastive pre-training for technology-agnostic single-cell representations beyond reconstruction

transcriptomics single-cell contrastive-learning foundation-models

Updated Sep 21, 2026
Python

slitiWassim / T-ADTG

Star

A Time-Aware Self-Supervised Framework for Anomaly Detection in Temporal Graphs

transformers recurrent-neural-networks attention anomaly-detection graph-neural-networks self-supervised-learning dynamic-graphs temporal-graphs contrastive-learning temporal-graph-networks temporal-graph-learning label-free-learning

Updated Sep 21, 2026
JavaScript

lightly-ai / lightly

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A python library for self-supervised learning on images.

machine-learning computer-vision deep-learning pytorch embeddings hacktoberfest contributions-welcome self-supervised-learning contrastive-learning

Updated Sep 21, 2026
Python

CodeZx6 / MCSTL

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Code for "Mask- and Contrast-Enhanced Spatio-Temporal Learning for Urban Flow Prediction" (CIKM 2023)

deep-learning pytorch spatio-temporal traffic-prediction contrastive-learning cikm2023 urban-flow-prediction masked-pretraining

Updated Sep 21, 2026
Python

CodeZx6 / ST-CSL

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Code for "Spatio-temporal fusion and contrastive learning for urban flow prediction" (Knowledge-Based Systems 2023)

deep-learning pytorch traffic-prediction contrastive-learning spatio-temporal-fusion urban-flow-prediction

Updated Sep 21, 2026
Python

driellecristine / BERT-Contrastive-LoRA

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Enhance BERT fine-tuning for intent classification using supervised contrastive learning, LoRA, and layer-wise learning rate decay for better accuracy and efficiency

nlp machine-learning deep-learning transformers pytorch lora bert intent-classification peft contrastive-learning

Updated Sep 21, 2026
Python

myregistercd / sae-consciousness-steering-pitfalls

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Explore limitations of contrastive SAE steering in identifying causal consciousness features and introduce delta-steering to improve experiment validity.

gemma sae sparse-autoencoder contrastive-learning mechanistic-interpretability feature-steering neuronpedia null-result gemmascope delta-steering

Updated Sep 21, 2026
PHP

johncenadududu / pytorch-simsiam-contrastive-ssl

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🔍 Implement SimSiam for self-supervised contrastive learning on CIFAR-10, comparing its performance against supervised and multi-task models.

deep-learning university-project pytorch course-project convolutional-neural-networks transfer-learning representation-learning cifar10 comparative-analysis self-supervised-learning contrastive-learning simsiam pretext-task

Updated Sep 21, 2026
Python

Optim-Lab / DrIM

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This repository is the official implementation of 'DrIM: Context-Driven Nearest Neighbor Imputation using Language Representation' with PyTorch (PAKDD 2026).

nearest-neighbor missing-data language-model density-ratio-estimation contrastive-learning imputation-method

Updated Sep 21, 2026
Python

Syed-Muhammad-Hussnain-Raza / multimodal-malware-detection

Star

A custom-built deep learning system for multimodal malware detection. It features an attention-based BiLSTM for threat intelligence extraction and a CNN for visual malware representations, joined via cross-modal contrastive learning to achieve MITRE ATT&CK-aligned explainability.

natural-language-processing deep-learning cnn attention-mechanism malware-detection bilstm explainable-ai mitre-attack contrastive-learning cross-modal-learning