How webclub-nitk/intelligence-sig-recs-2026 works
This repository is a 2026 recruitment-task collection, not an application runtime. Applicants read task specifications, complete all three mandatory machine-learning tasks, choose at least one optional task, and submit work from a private repository according to the shared rules. The graph preserves each listed task as a distinct branch. Only the root README was provided, so task-specific methods, data flows, and stage-to-stage dependencies are not inferred.
Main entry points: recommender-systems-cf-to-dlrm/README.md Recommendation Systems · seq2seq-grounded-dialogue-generation/README.md Grounded Dialogue · readme.md Product Matching · causal-inference/README.md Causal Inference
Components 16
Mandatory Tasks
- Recommendation Systems
mandatory-tasks/recommender-systems-cf-to-dlrm/README.md - Grounded Dialogue
mandatory-tasks/seq2seq-grounded-dialogue-generation/README.md - Product Matching
mandatory-tasks/shopee-product-matching/readme.md
Optional Tasks
- Causal Inference
non-mandatory-tasks/causal-inference/README.md - Cross-lingual Summarization
non-mandatory-tasks/cross-lingual-summarization/README.md - Crossmodal Alignment
non-mandatory-tasks/crossmodal-alignment/README.md - Fourier Neural Operator
non-mandatory-tasks/fourier-neural-operator-field-unmixing/README.md - GraphRAG Retrieval
non-mandatory-tasks/graphrag-rl-retrieval/README.md - Machine Unlearning
non-mandatory-tasks/machine-unlearning-backdoor-removal/README.md - Code Parallelization
non-mandatory-tasks/ml-for-code-parallelization/README.md - Multi-agent News
non-mandatory-tasks/multi-agent-news-pipeline/README.md - Neural ODEs
non-mandatory-tasks/neural-odes/README.md - Quantized Segmentation
non-mandatory-tasks/quantvision-quantization-segmentation/README.md - Raindrop Removal
non-mandatory-tasks/raindrop-removal/README.md
Submission Guidance
- Submission Rules
README.md
Other components
- Applicant
Connections 15
- Applicant → Recommendation Systems: must complete
README.md - Applicant → Grounded Dialogue: must complete
README.md - Applicant → Product Matching: must complete
README.md - Applicant → Causal Inference: may choose
README.md - Applicant → Cross-lingual Summarization: may choose
README.md - Applicant → Crossmodal Alignment: may choose
README.md - Applicant → Fourier Neural Operator: may choose
README.md - Applicant → GraphRAG Retrieval: may choose
README.md - Applicant → Machine Unlearning: may choose
README.md - Applicant → Code Parallelization: may choose
README.md - Applicant → Multi-agent News: may choose
README.md - Applicant → Neural ODEs: may choose
README.md - Applicant → Quantized Segmentation: may choose
README.md - Applicant → Raindrop Removal: may choose
README.md - Applicant → Submission Rules: follows
README.md